Udacity Artificial Intelligence AI for Trading v1 | 82F9D7FDD8F4B428C744961A9B0D08FDEF23D5DD

Udacity Artificial Intelligence AI for Trading v1

Name	Udacity - Artificial Intelligence AI for Trading v1.0.0	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	6.3 GB
Total Files	6072
Last Seen	2025-06-02 00:03
Hash	82F9D7FDD8F4B428C744961A9B0D08FDEF23D5DD

/assets/css/
bootstrap.min.css	140.9 KB
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/assets/
How you can help Team-FTU.txt	0.2 KB
/assets/img/
udacimak.png	472.1 KB
/assets/js/
bootstrap.min.js	51.0 KB
jquery-3.3.1.min.js	86.9 KB
jquery.mCustomScrollbar.concat.min.js	45.5 KB
katex.min.js	236.8 KB
plyr.polyfilled.min.js	129.2 KB
/
How you can help Team-FTU.txt	0.2 KB
index.html	290.4 KB
/Part 01-Module 01-Lesson 01_Welcome to the Nanodegree Program/
01. M1L1 01 Welcome V1-W2R32yXgwcg.en.vtt	1.4 KB
01. M1L1 01 Welcome V1-W2R32yXgwcg.mp4	7.5 MB
01. Welcome!.html	6.3 KB
02. Jonathan Larkin - What Is A Quant-G22oM0qv0Hs.en.vtt	4.2 KB
02. Jonathan Larkin - What Is A Quant-G22oM0qv0Hs.mp4	14.9 MB
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.en.vtt	0.9 KB
02. M1L1 02 Interview W Jonathan V1-AeranuDRL7k.mp4	2.1 MB
02. What is a Quant.html	6.1 KB
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.en.vtt	4.2 KB
03. M1L1 Introducing The Instructors 1 V4-l5gG7r-BWYc.mp4	10.3 MB
03. Your Instructors.html	8.3 KB
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.en.vtt	3.9 KB
04. M1L1 05 Program Overview V1-Ci0j_UwLlQQ.mp4	10.2 MB
04. Program Overview.html	6.4 KB
05. Tell Us About Yourself.html	5.7 KB
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.en.vtt	1.6 KB
06. M1L1 MV 01 Intro In The First Five V1-magg5AVJRVA.mp4	3.5 MB
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.en.vtt	0.9 KB
06. M1L1 MV 04 Study Groups V1-vmjk1EKR6mM.mp4	1.6 MB
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.en.vtt	0.9 KB
06. M1L1 MV 04a Knowledge V1-lX_is8cq0Bg.mp4	1.9 MB
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.en.vtt	1.3 KB
06. M1L1 MV 04b Project Reviews V1-KJbx9f9VKJE.mp4	2.6 MB
06. Student Support.html	8.8 KB
07. Feedback.html	7.5 KB
08. Career Services-cuKecPpZ7PM.en.vtt	3.7 KB
08. Career Services-cuKecPpZ7PM.mp4	10.6 MB
08. Career Services-cuKecPpZ7PM.pt-BR.vtt	3.9 KB
08. Career Support.html	12.0 KB
08. Jonathan Larkin Careers-QhHNPxM_Ku4.en.vtt	5.1 KB
08. Jonathan Larkin Careers-QhHNPxM_Ku4.mp4	18.8 MB
09. MV 05 Time Management V1-22PdQNlhCt8.en.vtt	3.2 KB
09. MV 05 Time Management V1-22PdQNlhCt8.mp4	6.3 MB
09. Time Management.html	12.0 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.1 KB
/img/
get-hired-with-the-udacity-career-portal.gif	774.9 KB
screen-shot-2017-10-27-at-1.49.58-pm.png	11.6 KB
screen-shot-2018-07-27-at-1.24.38-pm.png	31.6 KB
screen-shot-2018-08-20-at-4.07.31-pm.png	288.8 KB
waffle.png	100.7 KB
/Part 01-Module 01-Lesson 02_Get Help from Peers and Mentors/
01. What It Takes.html	5.6 KB
02. Reviews.html	5.5 KB
03. Knowledge.html	6.9 KB
04. Student Hub.html	6.5 KB
How you can help Team-FTU.txt	0.2 KB
index.html	3.8 KB
/img/
image4.png	446.9 KB
image8.png	233.5 KB
screen-shot-2018-11-07-at-10.23.07-pm.png	374.8 KB
screen-shot-2018-11-07-at-9.55.40-pm.png	227.5 KB
screen-shot-2018-11-07-at-9.59.16-pm.png	541.9 KB
screen-shot-2018-11-09-at-6.28.07-pm.png	307.2 KB
/Part 01-Module 01-Lesson 03_Get Help with Your Account/
01. FAQ.html	5.5 KB
02. Support.html	5.1 KB
How you can help Team-FTU.txt	0.2 KB
index.html	3.6 KB
/img/
screen-shot-2018-11-09-at-7.38.47-pm.png	113.2 KB
screen-shot-2018-11-09-at-7.48.22-pm.png	1.6 MB
screen-shot-2018-11-09-at-7.49.34-pm.png	244.7 KB
screen-shot-2018-11-09-at-7.49.50-pm.png	384.6 KB
/Part 01-Module 01-Lesson 04_Stock Prices/
01. M1L2 01 Stocks V6-23sv5ey0ySs.en.vtt	3.2 KB
01. M1L2 01 Stocks V6-23sv5ey0ySs.mp4	3.4 MB
01. Stocks.html	5.4 KB
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.en.vtt	4.1 KB
02. M1L2 01 Stock Pt II V1-SGb54HLbk1g.mp4	3.9 MB
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.en.vtt	5.1 KB
02. M1L2 02 Stock Prices V7-l_PilXVuh8I.mp4	7.0 MB
02. Stock Prices.html	8.4 KB
03. Terminology.html	6.5 KB
04. Quiz Stock Data.html	5.5 KB
How you can help Team-FTU.txt	0.2 KB
index.html	3.7 KB
/Part 01-Module 01-Lesson 05_Market Mechanics/
01. Intro.html	5.5 KB
01. M1L3 01 Intro V4-LE-4Xf8lzHk.en.vtt	1.3 KB
01. M1L3 01 Intro V4-LE-4Xf8lzHk.mp4	3.7 MB
02. Farmers' Market.html	5.5 KB
02. M1L3 02 Farmers Market V3-i_itXOdetCc.en.vtt	2.0 KB
02. M1L3 02 Farmers Market V3-i_itXOdetCc.mp4	7.9 MB
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.en.vtt	7.7 KB
03. M1L3 03 Trading Stocks V3-GHoRtfUrUMc.mp4	7.4 MB
03. Trading Stocks.html	6.8 KB
04. Liquidity.html	6.7 KB
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.en.vtt	2.6 KB
04. M1L3 04 Liquidity V4-KNVQeH6Y_YA.mp4	2.4 MB
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.en.vtt	2.5 KB
05. M1L3 08 Tick Data V4-2O0eSKmI6YQ.mp4	3.2 MB
05. Tick Data.html	5.5 KB
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.en.vtt	2.9 KB
06. M1L3 09 Open High Low Close V4-FgNY4YgVWFk.mp4	2.5 MB
06. OHLC Open, High, Low, Close.html	5.6 KB
07. Quiz Resample Data.html	6.2 KB
08. M1L3 10 Volume V3-DFp7kp0xRCo.en.vtt	5.2 KB
08. M1L3 10 Volume V3-DFp7kp0xRCo.mp4	4.6 MB
08. Volume.html	5.5 KB
09. Gaps in Market Data.html	6.0 KB
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.en.vtt	3.4 KB
09. M1L3 12 Gaps In Market Data V3-jMT3VbUGiZI.mp4	2.9 MB
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.en.vtt	1.9 KB
10. M1L3 14 Markets In Different Timezones V3-wmmEpPM-HVs.mp4	2.9 MB
10. Markets in Different Timezones.html	5.9 KB
11. M1L3 15 Outro V2-XVvfToYCsmo.en.vtt	0.9 KB
11. M1L3 15 Outro V2-XVvfToYCsmo.mp4	2.1 MB
11. Summary.html	5.5 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.3 KB
/Part 01-Module 01-Lesson 06_Data Processing/
01. M1L4 01 Stock Data V2-sN0_IqmMGGA.en.vtt	0.8 KB
01. M1L4 01 Stock Data V2-sN0_IqmMGGA.mp4	2.2 MB
01. Market Data.html	6.2 KB
02. M1L4 02 Market Data V5-9aEp374GsgQ.en.vtt	2.3 KB
02. M1L4 02 Market Data V5-9aEp374GsgQ.mp4	2.9 MB
02. When to Use Time Stamps.html	7.4 KB
03. Corporate Actions Stock Splits.html	6.8 KB
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.en.vtt	5.0 KB
03. M1L4 04 Corporate Actions V5-S60WArbQK7k.mp4	5.4 MB
03. M1L4 04b Dividends V2-OVZw9tci55w.en.vtt	3.2 KB
03. M1L4 04b Dividends V2-OVZw9tci55w.mp4	3.8 MB
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.en.vtt	6.8 KB
04. M1L4 06 Technical Indicators V6-jo740Kq3YN4.mp4	7.2 MB
04. Technical Indicators.html	6.7 KB
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.en.vtt	7.5 KB
05. M1L4 08 Missing Values V5-XaMaVFUIc_I.mp4	14.9 MB
05. Missing Values.html	5.9 KB
06. Trading Days.html	6.6 KB
07. Quiz Trading Experiment.html	7.4 KB
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.en.vtt	1.7 KB
08. M1L4 11 Survivor Bias V2-39MeCCw5ndM.mp4	4.7 MB
08. Survivor Bias.html	5.9 KB
09. Fundamental Information.html	10.1 KB
10. Price Earnings Ratio.html	8.7 KB
11. Exchange Traded Funds.html	5.9 KB
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.en.vtt	6.8 KB
11. M1L4 13 Exchange Traded Funds V4-Zx7v5GCfpvI.mp4	19.8 MB
12. Index vs ETF.html	6.7 KB
13. Alternate Data.html	5.9 KB
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.en.vtt	1.3 KB
13. M1L4 16 Alternate Data V2-DFwu2ysGY8c.mp4	4.3 MB
14. Interlude Your Goals.html	6.0 KB
14. MV 06 Our Goal Is To Help You Meet Your Goals V1--pSppDzJRu8.en.vtt	1.5 KB
14. MV 06 Our Goal Is To Help You Meet Your Goals V1--pSppDzJRu8.mp4	4.3 MB
How you can help Team-FTU.txt	0.2 KB
index.html	4.6 KB
/Part 01-Module 01-Lesson 07_Stock Returns/
01. M1L5 01 Intro V2-mE8OOxkgzy8.en.vtt	0.9 KB
01. M1L5 01 Intro V2-mE8OOxkgzy8.mp4	2.3 MB
01. M1L5 02 Returns V6-PngIo6G73Z8.en.vtt	2.5 KB
01. M1L5 02 Returns V6-PngIo6G73Z8.mp4	5.5 MB
01. Returns.html	5.8 KB
02. Quiz Calculate Returns.html	5.8 KB
03. Log Returns.html	5.6 KB
03. M1L5 03 Log Returns V5-62fZN1QnGjc.en.vtt	2.8 KB
03. M1L5 03 Log Returns V5-62fZN1QnGjc.mp4	6.2 MB
04. Quiz Log Returns and Compounding.html	16.9 KB
05. Distributions of Returns and Prices.html	12.2 KB
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.en.vtt	4.5 KB
05. M1L5 06 Distribution Of Stock Prices Part 2 V1-cGoXGiO1DYk.mp4	7.4 MB
06. Why Log Returns.html	6.0 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.0 KB
/img/
aapl-adj-close.jpeg	40.9 KB
aapl-returns-log-returns.jpeg	92.2 KB
numerical-stability-example.jpg	25.7 KB
/Part 01-Module 01-Lesson 08_Momentum Trading/
01. Designing a Trading Strategy.html	6.2 KB
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.en.vtt	2.0 KB
01. M1L6 01 Designing A Trading Strategy V4-O7c6bPXBUsU.mp4	4.4 MB
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.en.vtt	2.7 KB
02. M1L6 02 Momentumbased Signals V4-RedwbmYg6e4.mp4	6.0 MB
02. Momentum-based Signals.html	6.1 KB
03. Quiz Momentum-based Signals.html	6.9 KB
04. Long and Short Positions.html	7.0 KB
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.en.vtt	3.9 KB
04. M1L6 04 Long And Short Positions V3-TCOFgM-hxkQ.mp4	3.0 MB
05. Quiz Dtype.html	6.7 KB
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.en.vtt	4.2 KB
06. M1L6 06 Trading Strategy V2-rrCHC20FkIc.mp4	4.6 MB
06. Trading Strategy.html	6.8 KB
07. Quiz Momentum-based Portfolio.html	8.7 KB
08. Quiz Calculate Top and Bottom Performing.html	6.8 KB
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.en.vtt	6.4 KB
09. M1L6 09 Statistical Analysis V10-_p1m_q8jE6E.mp4	6.6 MB
09. Statistical Analysis.html	6.6 KB
10. The Many Meanings of Alpha.html	7.7 KB
11. Quiz Test Returns for Statistical Significance.html	10.6 KB
12. Quiz Statistical Analysis.html	9.2 KB
13. Finding Alpha.html	6.1 KB
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.en.vtt	1.8 KB
13. M1L6 12 Finding Alpha V1-r8lfWVhfQC0.mp4	4.7 MB
14. Interlude Global Talent.html	6.2 KB
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.en.vtt	1.3 KB
14. MV 13 Global Talent Is Equally Distributed V1-QwDJbbBl_48.mp4	4.0 MB
How you can help Team-FTU.txt	0.2 KB
index.html	4.8 KB
/img/
momentum-quiz.jpeg	20.2 KB
/Part 01-Module 01-Lesson 09_Project 1 Trading with Momentum/
01. Intro to Project 1.html	5.1 KB
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.en.vtt	3.6 KB
01. MV 03 Transition To Project 01 V1-dcps5Bg4bZE.mp4	10.7 MB
02. Project Description.html	5.5 KB
03. Trading with Momentum Workspace.html	5.8 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.0 KB
Project Description - Trading with Momentum.html	4.9 KB
Project Rubric - Trading with Momentum.html	7.5 KB
/Part 01-Module 02-Lesson 01_Quant Workflow/
01. Intro Module 2.html	5.0 KB
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.en.vtt	1.7 KB
01. MV 05 Intro To Module 2 V1-92JzOXda9Q8.mp4	5.2 MB
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.en.vtt	4.7 KB
02. M2L1 01 Starting From A Hypothesis V3-yjlt4yerB9I.mp4	7.7 MB
02. Starting from a Hypothesis.html	5.0 KB
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.en.vtt	1.8 KB
03. M2L1 02 Quant Workflow V3-lZfCCRv2rEE.mp4	1.6 MB
03. Quant Workflow.html	5.0 KB
04. Flavors of Trading.html	5.0 KB
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.en.vtt	4.1 KB
04. M2L1 03 Flavors Of Trading Strategies V4-uCCx8I9u_Nk.mp4	5.6 MB
05. Anatomy of a Strategy.html	6.7 KB
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.en.vtt	2.8 KB
05. M2L1 04 Anatomy Of A Strategy Part 1 V5-cnJK8c2zfq4.mp4	3.5 MB
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.en.vtt	4.6 KB
05. M2L1 04 Anatomy Of A Strategy Part 2 V1-v3w4JZKQixc.mp4	5.2 MB
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.en.vtt	6.0 KB
05. M2L1 04 Anatomy Of A Strategy Part 3 V1-vSxnkduTWWY.mp4	8.6 MB
How you can help Team-FTU.txt	0.2 KB
index.html	3.9 KB
/Part 01-Module 02-Lesson 02_Outliers and Filtering/
01. Intro.html	5.6 KB
01. M2L2 01 Intro V1-OGx1aYHMgbs.en.vtt	0.9 KB
01. M2L2 01 Intro V1-OGx1aYHMgbs.mp4	2.2 MB
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.en.vtt	7.3 KB
02. M2L2 02 Sources Of Outliers V8-gXKhKQ2_TaA.mp4	15.9 MB
02. Sources of Outliers.html	5.6 KB
03. Outliers Due to Real Events.html	6.6 KB
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.en.vtt	6.3 KB
04. M2L2 03 Outliers Signals And Strategies V5-zyVgpsRy-mU.mp4	11.0 MB
04. Outliers, Signals and Strategies.html	5.8 KB
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.en.vtt	2.2 KB
05. M2L2 04 Spotting Outliers In Raw Data V3-kFIB0YIW1TQ.mp4	4.4 MB
05. Spotting Outliers in Raw Data.html	5.7 KB
06. Handling Outliers in Raw Data.html	5.7 KB
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.en.vtt	3.3 KB
06. M2L2 05 Handling Outliers In Raw Data V3-3l6kQZqlVJA.mp4	8.3 MB
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.en.vtt	5.7 KB
07. M2L2 06 Spotting Outliers In Signal Returns V4-BSLGZz0RzTg.mp4	8.9 MB
07. Spotting Outliers in Signal Returns.html	5.9 KB
08. Handling Outliers in Signal Returns.html	5.7 KB
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.en.vtt	4.7 KB
08. M2L2 07 Handling Outliers In Signal Returns V4-ILdnNi4CgZM.mp4	7.7 MB
09. Generating Robust Trading Signals.html	5.7 KB
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.en.vtt	2.3 KB
09. M2L2 08 Generating Robust Trading Signals V3-1ikkZmVkjl0.mp4	2.2 MB
10. M2L2 09 Outro V1-r1SWu-7Rzf0.en.vtt	0.6 KB
10. M2L2 09 Outro V1-r1SWu-7Rzf0.mp4	1.4 MB
10. Summary.html	5.6 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.4 KB
/Part 01-Module 02-Lesson 03_Regression/
01. Intro.html	6.8 KB
01. M2L3 01 Intro V4-C7vWJH05tKA.en.vtt	2.5 KB
01. M2L3 01 Intro V4-C7vWJH05tKA.mp4	10.7 MB
02. Distributions.html	6.4 KB
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.en.vtt	3.0 KB
02. M2L3 02 Distributions V2-ZlRGxq5I9BU.mp4	6.4 MB
03. Exercise Visualize Distributions.html	11.6 KB
04. M2L3 04 Parameters Of A Distribution V3--akdmiLDny4.en.vtt	2.4 KB
04. M2L3 04 Parameters Of A Distribution V3--akdmiLDny4.mp4	6.6 MB
04. Parameters of a Distribution.html	7.1 KB
05. Quiz Standard Normal Distribution.html	8.0 KB
06. Testing For Normalilty-Sa1MJegyYfc.en.vtt	10.4 KB
06. Testing For Normalilty-Sa1MJegyYfc.mp4	11.8 MB
06. Testing for Normality.html	9.3 KB
07. Quiz Normality .html	7.5 KB
08. Exercise Normality.html	7.1 KB
09. Heteroskedasticity.html	7.3 KB
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.en.vtt	1.4 KB
09. M2L3 08 Heteroskedasticity V2-wias9OZ1tU4.mp4	2.3 MB
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.en.vtt	3.4 KB
10. M2L3 09 Transforming Data V3-N8Fhq8wiQZU.mp4	5.1 MB
10. Transforming Data.html	6.4 KB
11. Linear Regression.html	6.4 KB
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.en.vtt	4.6 KB
11. M2L3 10 Linear Regression V4-GRY4eakMBJ8.mp4	8.2 MB
12. Breusch Pagan in Depth (Optional).html	8.0 KB
13. Quiz Regression.html	7.2 KB
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.en.vtt	1.5 KB
14. M2L3 12 Multivariate Linear Regression V3-WbCGVF7SAN0.mp4	1.5 MB
14. Multivariate Linear Regression.html	6.5 KB
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.en.vtt	1.8 KB
15. M2L3 14 Regression In Trading V2-bcOGRWxg7qQ.mp4	6.1 MB
15. Regression in Trading.html	6.4 KB
16. Exercise regression with two stocks.html	7.1 KB
17. M2L3 15 Summary V1-n2VxcEcw0GY.en.vtt	0.7 KB
17. M2L3 15 Summary V1-n2VxcEcw0GY.mp4	2.2 MB
17. Summary.html	6.4 KB
18. Interlude Your Brain.html	6.4 KB
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.en.vtt	2.7 KB
18. MV 14 What Happens In Your Brain V1-ioDP7ndd40Y.mp4	5.9 MB
How you can help Team-FTU.txt	0.2 KB
index.html	5.0 KB
/img/
distributions.png	113.1 KB
screen-shot-2018-04-19-at-1.17.37-pm.png	145.9 KB
screen-shot-2018-04-20-at-3.04.04-pm.png	59.9 KB
/Part 01-Module 02-Lesson 04_Time Series Modeling/
01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.en.vtt	2.2 KB
01. M2L4 01 Time Series Modeling V4-QeIu7GMZl20.mp4	3.7 MB
01. Time Series Modeling.html	5.4 KB
02. Autoregressive Models.html	5.4 KB
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.en.vtt	4.4 KB
02. M2L4 02 Autoregressive Models V5-9jE7S4b-oIU.mp4	4.6 MB
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.en.vtt	3.5 KB
03. M2L4 03 Moving Average Models V5-1FkCP_dwxjI.mp4	3.9 MB
03. Moving Average Models.html	5.4 KB
04. Advanced Time Series Models.html	8.7 KB
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.en.vtt	7.5 KB
04. M2L4 05 Advanced Time Series Models V5-cj1RCBTDog8.mp4	17.4 MB
05. Exercise ARMA and ARIMA.html	6.1 KB
06. Kalman Filter.html	7.2 KB
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.en.vtt	4.2 KB
06. M2L4 07 Kalman Filter V4-CLJhgfMI4Ho.mp4	11.6 MB
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.en.vtt	2.7 KB
07. M2L4 08 Particle Filter V4-4KhDUAvwI74.mp4	2.9 MB
07. Particle Filter.html	5.8 KB
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.en.vtt	3.9 KB
08. M2L4 09 Recurrent Neural Networks V5-5cYAAHyRHDo.mp4	8.1 MB
08. Recurrent Neural Networks.html	5.9 KB
09. M2L4 11 Outro V1-6sheR92KUU8.en.vtt	0.4 KB
09. M2L4 11 Outro V1-6sheR92KUU8.mp4	1.4 MB
09. Summary.html	5.4 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.2 KB
/Part 01-Module 02-Lesson 05_Volatility/
01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.en.vtt	4.3 KB
01. M2L5 01 What Is Volatility V3-brGVwpDSuG4.mp4	8.1 MB
01. What is Volatility.html	6.0 KB
02. Historical Volatility.html	6.0 KB
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.en.vtt	4.1 KB
02. M2L5 02 Historical Volatility V3-BOPhsYLHkUU.mp4	7.7 MB
03. Annualized Volatility.html	5.9 KB
03. M2L5 03 Annualized Volatility V8-yakh1pjP7uY.mp4	7.1 MB
04. Scale of Volatility.html	6.7 KB
05. Quiz Volatility.html	23.9 KB
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.en.vtt	2.6 KB
06. M2L5 06 Rolling Windows V3-4EuMKqeNXA0.mp4	5.0 MB
06. Rolling Windows.html	6.0 KB
07. Quiz Rolling Windows.html	6.6 KB
08. Exponentially Weighted Moving Average.html	6.1 KB
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.en.vtt	4.3 KB
08. M2L5 07 Exponentially Weighted Moving Average V4-VBPitTHzYRI.mp4	8.5 MB
09. Quiz Estimate Volatility.html	39.1 KB
10. Forecasting Volatility.html	6.0 KB
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.en.vtt	4.4 KB
10. M2L5 09 Forecasting Volatility V3-82v4v_PKDAE.mp4	5.9 MB
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.en.vtt	5.4 KB
11. M2L5 11 Markets Volatility V3-jEHJkZUX9s4.mp4	13.1 MB
11. Markets Volatility.html	6.0 KB
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.en.vtt	6.7 KB
12. M2L5 12 Using Volatility For Equity Trading V5-Vh9ajVRedvY.mp4	15.9 MB
12. Using Volatility for Equity Trading.html	6.1 KB
13. Breakout Strategies.html	6.0 KB
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.en.vtt	2.7 KB
13. M2L5 13 Breakout Strategies V4-9eamk40DMu0.mp4	2.8 MB
14. M2L5 15 Outro V1-FMXL37CkTgg.en.vtt	0.5 KB
14. M2L5 15 Outro V1-FMXL37CkTgg.mp4	1.7 MB
14. Summary.html	5.9 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.6 KB
/Part 01-Module 02-Lesson 06_Pairs Trading and Mean Reversion/
01. Intro.html	5.9 KB
01. M2L6 01 Intro V3-CQ6QGAxbUF8.en.vtt	2.9 KB
01. M2L6 01 Intro V3-CQ6QGAxbUF8.mp4	7.8 MB
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.en.vtt	3.4 KB
02. M2L6 02 Mean Reversion V5-zQ08lFcZa_A.mp4	4.2 MB
02. Mean Reversion.html	10.6 KB
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.en.vtt	6.0 KB
03. M2L6 04 Pairs Trading V3-7lEm_tFXcBk.mp4	10.2 MB
03. Pairs Trading.html	7.4 KB
04. Finding Pairs to Trade.html	6.0 KB
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.en.vtt	2.8 KB
04. M2L6 07 Finding Pairs To Trade V4-6hQtoElcnGM.mp4	8.2 MB
05. Quiz Identify Pairs to Trade.html	7.4 KB
06. Cointegration.html	10.8 KB
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.en.vtt	4.0 KB
06. M2L6 09 Cointegration V6-N4ZI5SyFMOc.mp4	5.7 MB
07. ADF and roots.html	11.3 KB
08. Clustering Stocks.html	6.0 KB
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.en.vtt	1.4 KB
08. M2L6 11 Clustering Stocks V3-LkgCK_qPqWE.mp4	1.5 MB
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.en.vtt	4.9 KB
09. M2L6 13 Trade Pairs Of Stocks V6-i1yVMrgjtB0.mp4	6.6 MB
09. Trade Pairs of Stocks.html	6.3 KB
10. Exercise finding pairs.html	6.6 KB
11. Variations of Pairs Trading and Mean Reversion Trading.html	8.0 KB
12. 3 or more stocks (optional).html	8.9 KB
13. Details of Johansen Test (optional).html	11.5 KB
14. M2L6 20 Summary V2-wuzha8SU2jw.en.vtt	1.4 KB
14. M2L6 20 Summary V2-wuzha8SU2jw.mp4	4.5 MB
14. Summary.html	5.9 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.7 KB
/img/
08-identify-pairs-to-trade.png	166.3 KB
/Part 01-Module 02-Lesson 07_Project 2 Breakout Strategy/
01. Intro Project 2.html	5.2 KB
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.en.vtt	3.4 KB
01. MV 7 Transition To Project 02 1 V1-nkAcx2X_lfs.mp4	10.3 MB
02. Project Description.html	5.2 KB
03. Breakout Strategy Workspace.html	5.8 KB
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.en.vtt	3.3 KB
04. MV 10 Transition From Project 02 Int V1-DYjOsL3VYfY.mp4	8.9 MB
04. Wrapping Up Module 2.html	5.2 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.0 KB
Project Description - Breakout Strategy.html	4.9 KB
Project Rubric - Breakout Strategy.html	8.1 KB
/Part 01-Module 03-Lesson 01_Stocks, Indices, Funds/
01. Intro Module 3.html	7.4 KB
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.en.vtt	3.3 KB
01. MV 11 Intro To Module 03 Difficulties In Learning V1-kqjFkUVZwEc.mp4	10.0 MB
02. Intro to this lesson.html	7.8 KB
02. L1 00 Intro V2-JA4WBd6sHF4.en.vtt	1.4 KB
02. L1 00 Intro V2-JA4WBd6sHF4.mp4	4.0 MB
02. L1 01 Stocks V2-XHo5iyxDxOQ.en.vtt	2.3 KB
02. L1 01 Stocks V2-XHo5iyxDxOQ.mp4	6.6 MB
03. Indices.html	9.4 KB
03. L1 02 Indices V2-BRv5B78YBGs.en.vtt	1.8 KB
03. L1 02 Indices V2-BRv5B78YBGs.mp4	5.7 MB
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.en.vtt	1.2 KB
03. L1 03 Indices Are Virtual Portfolios V2-oAd_szbBNWc.mp4	4.1 MB
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.en.vtt	1.1 KB
03. L1 04 Indices Describe The Market V2-jNzwxE3el7I.mp4	3.7 MB
04. L1 05 Market Cap V2-PE0UgUc0f0U.en.vtt	1.1 KB
04. L1 05 Market Cap V2-PE0UgUc0f0U.mp4	3.9 MB
04. Market Cap.html	7.3 KB
05. Growth V. Value.html	7.3 KB
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.en.vtt	1.2 KB
05. L1 06 Growth Vs Value V2-ZCjre5YTD0s.mp4	3.5 MB
06. L1 07 Ratios V2-Dfbwep-tkok.en.vtt	2.1 KB
06. L1 07 Ratios V2-Dfbwep-tkok.mp4	5.7 MB
06. Ratios.html	8.0 KB
07. Index Categories.html	8.0 KB
07. L1 08 SP Index Categories V2-D3VGIvti71g.en.vtt	1.4 KB
07. L1 08 SP Index Categories V2-D3VGIvti71g.mp4	4.5 MB
08. L1 09 Price Weighting V2-2SFbwJ19NhA.en.vtt	0.8 KB
08. L1 09 Price Weighting V2-2SFbwJ19NhA.mp4	2.0 MB
08. Price Weighting.html	7.9 KB
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.en.vtt	1.5 KB
09. L1 10 Market Cap Weighting V2-7qVVA5yLFnY.mp4	4.4 MB
09. Market Cap Weighting.html	9.0 KB
10. Adding or Removing from an Index.html	7.4 KB
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.en.vtt	1.7 KB
10. L1 11 Adding Or Removing From An Index V2-_bWIZWa20j8.mp4	4.3 MB
11. How an Index is Constructed.html	9.4 KB
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.en.vtt	2.0 KB
11. L1 12 How An Index Is Constructed V2-dsbi4dvdU9c.mp4	5.5 MB
12. Hang Seng Index Construction.html	8.9 KB
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.en.vtt	2.0 KB
12. L1 13 Hang Seng Index Construction V2-rdGdC-meRLU.mp4	6.0 MB
13. Index after Add or Delete.html	7.4 KB
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.en.vtt	1.3 KB
13. L1 15 Calculating Index After Add Or Delete V2-hiAHRE6JY0k.mp4	3.9 MB
14. Funds.html	7.3 KB
14. L1 16 Funds V2-s9f2Bzc9lnk.en.vtt	1.8 KB
14. L1 16 Funds V2-s9f2Bzc9lnk.mp4	5.3 MB
15. Active vs. Passive.html	8.4 KB
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.en.vtt	1.4 KB
15. L1 17 Active Vs Passive V2-QzoHmUzJ5zw.mp4	4.1 MB
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.en.vtt	1.8 KB
15. L1 18 Alpha And Beta V3-CcVdfrr5nD8.mp4	5.2 MB
16. Quiz Rate of Returns Over Multiple Periods.html	8.0 KB
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.en.vtt	1.5 KB
17. L1 19 Smart Beta V2-Rc9NEmNMzk8.mp4	4.5 MB
17. Smart Beta.html	9.6 KB
18. L1 20 Mutual Funds V2-LgaylDkS92Y.en.vtt	1.2 KB
18. L1 20 Mutual Funds V2-LgaylDkS92Y.mp4	3.2 MB
18. Mutual Funds.html	7.5 KB
19. Hedge Funds.html	7.6 KB
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.en.vtt	1.3 KB
19. L1 21 Hedge Funds V4-AgGPqvDFTHw.mp4	3.3 MB
20. L1 22 Relative Returns V2-m4MvYRlyPoU.en.vtt	1.8 KB
20. L1 22 Relative Returns V2-m4MvYRlyPoU.mp4	4.8 MB
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.en.vtt	0.9 KB
20. L1 23 Absolute Returns V3-wbb6WSyXLdU.mp4	2.0 MB
20. Relative and Absolute Returns.html	10.6 KB
21. Hedging Strategies.html	7.3 KB
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.en.vtt	2.0 KB
21. L1 24 Hedging Strategies V3-8bzw4ZMGpWU.mp4	5.1 MB
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.en.vtt	1.2 KB
22. L1 25 Net Asset Value V2-hBnY2DmEFo4.mp4	2.2 MB
22. Net Asset Value.html	8.9 KB
23. Expense Ratios.html	7.6 KB
23. L1 26 Expense Ratios V2-SHZ0AhJq134.en.vtt	0.9 KB
23. L1 26 Expense Ratios V2-SHZ0AhJq134.mp4	1.4 MB
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.en.vtt	2.4 KB
24. L1 27 OpenEnd Mutual Funds V2-T4_mmjEKUAo.mp4	5.9 MB
24. Open End Mutual Funds.html	7.8 KB
25. Handling Withdrawals.html	9.7 KB
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.en.vtt	0.8 KB
25. L1 28 Open End Mutual Funds Handling Withdrawals V2-46NGAQHY-Mc.mp4	1.6 MB
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.en.vtt	1.9 KB
25. L1 29 Open End Funds Holding Cash For Withdrawals V3-RU8-ZRBJ2Cw.mp4	6.8 MB
26. Close End Mutual Funds.html	7.9 KB
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.en.vtt	2.3 KB
26. L1 30 ClosedEnd Mutual Funds V3-y2VhtrF6vdc.mp4	6.7 MB
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.en.vtt	2.5 KB
27. L1 31 Transaction Costs V2-JGYAv7tQpyY.mp4	6.1 MB
27. Transaction Costs.html	8.7 KB
28. L1 32 Summary V1-Pt2sVftdwS0.en.vtt	1.8 KB
28. L1 32 Summary V1-Pt2sVftdwS0.mp4	5.0 MB
28. Summary.html	7.3 KB
How you can help Team-FTU.txt	0.2 KB
index.html	5.6 KB
/Part 01-Module 03-Lesson 02_ETFs/
01. Intro.html	5.7 KB
01. L2 01 Intro V2-utlPzT8MEsM.en.vtt	1.8 KB
01. L2 01 Intro V2-utlPzT8MEsM.mp4	5.7 MB
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.en.vtt	2.0 KB
02. L2 12 Shortcomings Of Mutual Funds V2-oEqsaex31Qg.mp4	5.9 MB
02. Shortcomings of Mutual Funds.html	5.8 KB
03. How ETFs are Used.html	9.8 KB
03. L2 02 Commodities V2-gc_GMqbCC2Q.en.vtt	1.4 KB
03. L2 02 Commodities V2-gc_GMqbCC2Q.mp4	4.2 MB
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.en.vtt	2.4 KB
03. L2 03 Commodity Futures V3-qvSubjxMGJ0.mp4	4.6 MB
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.en.vtt	1.0 KB
03. L2 04 Commodity ETFs V2-UpgX6INJ6nU.mp4	3.0 MB
03. L2 05 International ETFs V2-OL2p8S-82mY.en.vtt	1.8 KB
03. L2 05 International ETFs V2-OL2p8S-82mY.mp4	5.0 MB
04. Hedging.html	6.2 KB
04. L2 06 Hedging V3-4k1bdohhawI.en.vtt	1.9 KB
04. L2 06 Hedging V3-4k1bdohhawI.mp4	3.7 MB
05. ETF Sponsors.html	6.2 KB
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.en.vtt	1.9 KB
05. L2 07 ETF Sponsor V2-v5vfAP1nJ10.mp4	4.9 MB
06. Authorized Participant and the Create Process.html	6.9 KB
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.en.vtt	2.9 KB
06. L2 08 Authorized Participant And The Create Process V4-u4thSf3Uxsc.mp4	7.9 MB
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.en.vtt	1.3 KB
07. L2 09 Redeeming Shares V3-ZSVgU7DBarc.mp4	1.4 MB
07. Redeeming Shares.html	6.7 KB
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.en.vtt	1.5 KB
08. L2 10 Lower Operational Costs And Taxes V2-UlJusglK0h0.mp4	4.4 MB
08. Lower Operational Costs Taxes.html	7.1 KB
09. Arbitrage.html	6.6 KB
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.en.vtt	2.7 KB
09. L2 11 2 Arbitrage Farmers Market V1-hHxp16mQNGA.mp4	12.8 MB
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.en.vtt	1.3 KB
09. L2 11 Arbitrage V2-yp-CcGrMzYQ.mp4	3.7 MB
10. Arbitrage for Efficient ETF Pricing.html	9.1 KB
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.en.vtt	2.2 KB
10. L2 12 Misaligned ETF Pricing V3-5-pBZ3fyv6I.mp4	3.7 MB
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.en.vtt	1.8 KB
10. L2 13 Realigning ETF Share Prices V2-aRXJxjQQSiI.mp4	1.8 MB
11. L2 14 Summary V1-E5br2PiH8kY.en.vtt	0.8 KB
11. L2 14 Summary V1-E5br2PiH8kY.mp4	3.4 MB
11. Summary.html	5.7 KB
12. Interlude Meditation.html	5.7 KB
12. MV 11 Guided Meditation V1-njp1mnEEv9s.en.vtt	4.0 KB
12. MV 11 Guided Meditation V1-njp1mnEEv9s.mp4	9.9 MB
How you can help Team-FTU.txt	0.2 KB
index.html	4.4 KB
/Part 01-Module 03-Lesson 03_Portfolio Risk and Return/
01. Intro.html	6.1 KB
01. L3 01 Intro V1-PxLJniuGyC0.en.vtt	2.0 KB
01. L3 01 Intro V1-PxLJniuGyC0.mp4	7.3 MB
02. Diversification.html	6.2 KB
02. L3 02 Diversification V3-tyzqlXddXd8.en.vtt	2.9 KB
02. L3 02 Diversification V3-tyzqlXddXd8.mp4	5.9 MB
03. L3 03 Portfolio Mean V3-vozlctvug7I.en.vtt	2.3 KB
03. L3 03 Portfolio Mean V3-vozlctvug7I.mp4	2.4 MB
03. Portfolio Mean.html	6.2 KB
04. L3 04 Portfolio Variance V2-LlxRypakop4.en.vtt	4.8 KB
04. L3 04 Portfolio Variance V2-LlxRypakop4.mp4	5.7 MB
04. Portfolio Variance.html	7.6 KB
05. Reducing Risk.html	8.6 KB
06. Variance of a 3-Asset Portfolio.html	8.0 KB
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.en.vtt	1.2 KB
07. L3 06 The Covariance Matrix And Quadratic Forms V1-as5lafBZ2CA.mp4	3.0 MB
07. The Covariance Matrix and Quadratic Forms.html	9.1 KB
08. Calculate a Covariance Matrix.html	8.6 KB
09. Quiz np.cov.html	6.8 KB
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.en.vtt	5.8 KB
10. L3 08 The Efficient Frontier V3-tEEyhU23bI4.mp4	7.6 MB
10. The Efficient Frontier.html	7.1 KB
11. Capital Market Line.html	6.8 KB
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.en.vtt	6.4 KB
11. L3 09 Capital Market Line V2-BRO-vo3y0-U.mp4	11.8 MB
12. The Sharpe Ratio.html	10.7 KB
13. Other Risk Measures.html	10.2 KB
14. The Capital Assets Pricing Model.html	11.9 KB
15. Quiz Portfolio Return with a 3-Asset Portfolio.html	7.9 KB
16. L3 13 Summary V1-I7XKJf8t_0s.en.vtt	0.8 KB
16. L3 13 Summary V1-I7XKJf8t_0s.mp4	2.6 MB
16. Summary.html	6.2 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.8 KB
/img/
sml-chart.png	11.0 KB
var-diagram.jpg	79.2 KB
/Part 01-Module 03-Lesson 04_Portfolio Optimization/
01. Intro.html	5.9 KB
01. L4 01 Intro V1-CtIcmmR0YTs.en.vtt	0.7 KB
01. L4 01 Intro V1-CtIcmmR0YTs.mp4	2.3 MB
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.en.vtt	3.2 KB
02. L4 02 What Is Optimization V2-ISRlP1GeOjU.mp4	5.2 MB
02. What is Optimization.html	9.5 KB
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.en.vtt	5.1 KB
03. L4 03 Optimization With Constraints V3-91WzhG6dti8.mp4	10.9 MB
03. Optimization with Constraints.html	6.0 KB
04. Two-Asset Portfolio Optimization.html	9.7 KB
05. Portfolio Optimization with 2 Stocks.html	7.4 KB
06. Formulating Portfolio Optimization Problems.html	15.5 KB
07. cvxpy.html	12.0 KB
08. Exercise cvxpy.html	6.6 KB
09. Exercise cvxpy advanced optimization.html	6.6 KB
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.en.vtt	5.1 KB
10. L4 11 Rebalancing A Portfolio V2-S5SPhBpG3b0.mp4	14.9 MB
10. Rebalancing a Portfolio.html	6.0 KB
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.en.vtt	5.9 KB
11. L4 12 Rebalancing Strategies V2-8u5gBx-fYr8.mp4	16.4 MB
11. Rebalancing Strategies.html	6.3 KB
12. L4 13 Limitations V2-UbbZa7-3iuk.en.vtt	9.3 KB
12. L4 13 Limitations V2-UbbZa7-3iuk.mp4	24.3 MB
12. Limitations of the Classical Approach.html	6.3 KB
13. L4 14 Recap V1-e3qJYCQfJD0.en.vtt	0.8 KB
13. L4 14 Recap V1-e3qJYCQfJD0.mp4	2.7 MB
13. Summary.html	5.9 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.7 KB
/img/
cvxpy-example.jpeg	57.6 KB
cvxpy-visual.jpeg	42.4 KB
l2-norm.jpeg	52.6 KB
pythagorean-theroem.jpeg	46.8 KB
two-asset-variance.jpeg	57.1 KB
/Part 01-Module 03-Lesson 05_Project 3 Smart Beta and Portfolio Optimization/
01. Intro Project 3.html	5.2 KB
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.en.vtt	1.6 KB
01. MV 12 Transition To Project 03 V1-ClzlNlWqMQI.mp4	4.6 MB
02. Project Description.html	5.6 KB
03. Smart Beta and Portfolio Optimization Workspace.html	5.9 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.1 KB
Project Description - Smart Beta and Portfolio Optimization.html	5.0 KB
Project Rubric - Smart Beta and Portfolio Optimization.html	8.0 KB
/Part 01-Module 04-Lesson 01_Factors/
01. Intro to the Module.html	5.9 KB
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.en.vtt	4.2 KB
01. M4 L3A 01 Intro To The Factors V2-OqhRUxHf6wo.mp4	14.2 MB
02. Intro to the Lesson.html	5.9 KB
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.en.vtt	5.2 KB
02. M4 L1A 02 Intro V2-W7_llXQ2GhA.mp4	20.7 MB
03. Example of a factor.html	5.9 KB
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.en.vtt	3.4 KB
03. M4 L1A 03 Example Of A Factor V4-MJrwJDjWlAg.mp4	7.8 MB
04. Quiz factor values and weights.html	7.0 KB
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.en.vtt	3.8 KB
05. M4 L1A 04 Standardizing A Factor V5-sLZY2SQ4uME.mp4	6.2 MB
05. Standardizing a factor.html	6.2 KB
06. De-mean part 1.html	6.7 KB
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.en.vtt	5.0 KB
06. M4 L1A 05 Demean Part 1 V3-R3N8bd8U6TM.mp4	5.8 MB
07. De-mean part 2.html	6.1 KB
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.en.vtt	2.7 KB
07. M4 L1A 06 Demean Part 2 V2-aaj1QVsSCIs.mp4	4.1 MB
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.en.vtt	3.5 KB
08. M4 L1A 07 Rescale Part 1 V2-BcsxA0vy3jA.mp4	4.7 MB
08. Rescale part 1.html	6.4 KB
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.en.vtt	4.3 KB
09. M4 L1A 08 Rescale Part 2 V3-8Ix10U6MEug.mp4	6.0 MB
09. Rescale Part 2.html	6.6 KB
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.en.vtt	0.8 KB
10. M4 L1A 09 Overview For Standardizing A Factor V3-0clT0lnrTrU.mp4	1.6 MB
10. Overview for standardizing a factor.html	6.6 KB
11. Quiz dollar neutral and leverage ratio.html	7.9 KB
12. Zipline Pipeline SC V1-DHTwIwVk_sc.en.vtt	14.6 KB
12. Zipline Pipeline SC V1-DHTwIwVk_sc.mp4	24.6 MB
12. Zipline Pipeline.html	6.8 KB
13. Zipline Coding Exercises.html	6.5 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.6 KB
/img/
screen-shot-2018-10-29-at-11.08.44-pm.png	168.9 KB
screen-shot-2018-10-29-at-5.27.30-pm.png	105.5 KB
screen-shot-2018-10-29-at-5.29.38-pm.png	107.4 KB
screen-shot-2018-10-29-at-5.35.49-pm.png	261.5 KB
screen-shot-2018-10-29-at-5.40.03-pm.png	398.7 KB
/Part 01-Module 04-Lesson 02_Factor Models and Types of Factors/
01. Intro to Lesson.html	7.5 KB
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.en.vtt	1.0 KB
01. M4 L1B 01 Intro To Lesson V1-ff0paDNA75U.mp4	3.7 MB
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.en.vtt	3.9 KB
02. M4 L1B 02 What Is A Factor Model V4-K5QKPwU38Do.mp4	14.9 MB
02. What is a Factor Model.html	7.5 KB
03. Factor Returns as Latent Variables.html	7.6 KB
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.en.vtt	3.7 KB
03. M4 L1B 03 Factor Returns As Latent Variables V3-LpHvJq6XTOQ.mp4	14.9 MB
04. Terminology.html	8.4 KB
05. Factor Model Assumptions.html	7.5 KB
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.en.vtt	2.5 KB
05. M4 L1B 04 Factor Model Assumptions V3-qEu3m_3eGWk.mp4	9.4 MB
06. Covariance Matrix Using a Factor Model.html	7.6 KB
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.en.vtt	4.8 KB
06. M4 L1B 05 Covariance Matrix Using Factor Model V3-_qfTLXoifsM.mp4	7.3 MB
07. Factor Models in Quant Finance.html	7.6 KB
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.en.vtt	4.9 KB
07. M4 L1B 06 Factor Models In Quant Finance V2-VeM2SudgZqc.mp4	18.1 MB
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.en.vtt	4.7 KB
08. M4 L1B 07 Risk Factors V Alpha Factors V2-9KUpH1MDC1k.mp4	16.0 MB
08. Risk Factors v. Alpha Factors.html	8.6 KB
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.en.vtt	2.5 KB
09. M4 L1B 08 Risk Factors V Alpha Factors Part 2 V2-AApfsuSpnMY.mp4	8.1 MB
09. Risk Factors v. Alpha Factors part 2.html	8.5 KB
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.en.vtt	3.4 KB
10. M4 L1B 09 Risk Factors V Alpha Factors Part 3 V1-UmdOVhcRCVU.mp4	11.0 MB
10. Risk Factors v. Alpha Factors part 3.html	8.0 KB
11. How an alpha factor becomes a risk factor part 1.html	7.7 KB
11. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.en.vtt	2.5 KB
11. M4 L1B 11 How An Alpha Factor Becomes A Risk Factor Part 1 V3-p0cTudt8kXI.mp4	3.8 MB
12. How an alpha factor becomes a risk factor part 2.html	8.8 KB
12. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.en.vtt	3.1 KB
12. M4 L1B 12 How An Alpha Factor Becomes A Risk Factor Part 2 V1-9waaTtRaU-Y.mp4	9.9 MB
13. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.en.vtt	2.6 KB
13. M4 L1B 13 Momentum Or Reversal V3-izTAHVF6V_g.mp4	3.7 MB
13. Momentum or Reversal.html	7.5 KB
14. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.en.vtt	6.2 KB
14. M4 L1B 14 PriceVolume Factors V2-zaG0PDc3wsA.mp4	12.1 MB
14. Price-Volume Factors.html	7.8 KB
15. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.en.vtt	4.7 KB
15. M4 L1B 15 Volume Factors V1-1dTAV3Irxv4.mp4	13.2 MB
15. Volume Factors.html	7.5 KB
16. Fundamentals.html	7.5 KB
16. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.en.vtt	2.1 KB
16. M4 L1B 16 Fundamentals V1-rPii5-ry8nc.mp4	6.0 MB
17. Fundamental Ratios.html	7.5 KB
17. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.en.vtt	3.0 KB
17. M4 L1B 17 Fundamental Ratios V2-Eo-faV9CsP8.mp4	8.6 MB
18. Event-Driven Factors.html	7.5 KB
18. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.en.vtt	1.9 KB
18. M4 L1B 18 EventDriven Factors V1-2mnwjChH2hg.mp4	4.9 MB
19. Index Changes.html	7.5 KB
19. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.en.vtt	2.3 KB
19. M4 L1B 19 Index Changes V1-C7QNfPZBXXo.mp4	6.8 MB
20. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.en.vtt	3.7 KB
20. M4 L1B 20 Pre And Post Event V1-Olz9QZQaBxs.mp4	11.0 MB
20. Pre and Post Event.html	7.5 KB
21. Analyst Ratings.html	7.5 KB
21. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.en.vtt	4.4 KB
21. M4 L1B 21 Analyst Ratings V1-cHkJo8qBKes.mp4	12.8 MB
22. Alternative Data.html	7.5 KB
22. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.en.vtt	1.4 KB
22. M4 L1B 22 Alternative Data V1-p6NxGZnkrdc.mp4	3.4 MB
23. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.en.vtt	3.4 KB
23. M4 L1B 23 Sentiment Analysis On News And Social Media V1-Jph7h2Yl0yg.mp4	9.3 MB
23. Sentiment Analysis on News and Social Media.html	7.6 KB
24. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.en.vtt	5.5 KB
24. M4 L1B 24 NLP Used To Enhance Fundamental Analysis V1-9zMWuZ9j7rI.mp4	15.8 MB
24. NLP used to enhance Fundamental Analysis.html	8.3 KB
25. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.en.vtt	5.4 KB
25. M4 L1B 25 Other Alternative Data V1-hMw3AuPVSSs.mp4	16.2 MB
25. Other Alternative Data.html	8.2 KB
26. M4 L1B 26 Summary V1-yuLQA24Thms.en.vtt	1.0 KB
26. M4 L1B 26 Summary V1-yuLQA24Thms.mp4	3.6 MB
26. Summary.html	7.5 KB
How you can help Team-FTU.txt	0.2 KB
index.html	5.9 KB
/Part 01-Module 04-Lesson 03_Risk Factor Models/
01. Intro.html	6.9 KB
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.en.vtt	4.2 KB
01. M4 L2A 01 Intro V1-DgsD3yL9Yy0.mp4	11.3 MB
02. install libraries.html	9.0 KB
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.en.vtt	2.4 KB
03. M4 L2A 02 Motivation For Risk Factor Model V2-jAQRjxK8PyQ.mp4	2.7 MB
03. Motivation for Risk Factor Models.html	7.3 KB
04. Historical Variance Exercise.html	7.4 KB
05. Factor Model of Asset Return.html	7.4 KB
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.en.vtt	3.6 KB
05. M4 L2A 03 Factor Model Of Asset Return V2-7UnllxDmLj8.mp4	3.6 MB
06. Factor Model of Asset Return Exercise.html	7.4 KB
07. Factor Model of Portfolio Return.html	7.4 KB
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.en.vtt	3.5 KB
07. M4 L2A 04 Factor Model Of Portfolio Return V3-HEoPljS1wD0.mp4	3.6 MB
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.en.vtt	2.2 KB
08. M4 L2A 05 Covariance Matrix Of Factors V3-llA1A0vjSuI.mp4	2.9 MB
08. Preview of Portfolio Variance Formula.html	7.2 KB
09. Factor Model of Portfolio Return Exercise.html	7.4 KB
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.en.vtt	2.7 KB
10. M4 L2A 06 Variance Of One Stock V3-rxaABg4wVZo.mp4	3.7 MB
10. Variance of one stock.html	7.2 KB
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.en.vtt	1.9 KB
11. M4 L2A 07 Taking Constants Out Of Variance And Covariance Optional V3-M9R9870m_o0.mp4	2.0 MB
11. Taking constants out of Variance and Covariance (optional).html	8.2 KB
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.en.vtt	4.0 KB
12. M4 L2A 08 Variance Of 2 Stocks Part 1 V3-PlPusmuR20k.mp4	4.2 MB
12. Variance of 2 stocks part 1.html	7.5 KB
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.en.vtt	1.9 KB
13. M4 L2A 09 Variance Of 2 Stocks Part 2 V4-tSMutw0f6OE.mp4	2.1 MB
13. Variance of 2 stocks part 2.html	7.4 KB
14. Covariance Matrix of Assets Exercise.html	7.4 KB
15. M4 L2A 10 Portfolio Variance Using Factor Model V4-V06aCZUvgbo.mp4	6.3 MB
15. Portfolio Variance using Factor Model.html	9.2 KB
16. Portfolio Variance Exercise.html	7.4 KB
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.en.vtt	1.9 KB
17. M4 L2A 11 Types Of Risk Models V1-SHj2VzJggAE.mp4	4.2 MB
17. Types of Risk Models.html	7.0 KB
18. Interlude.html	6.6 KB
18. MV When You Dont Believe In Yourself 1 V1-rjCr-Z7UhZE.mp4	20.8 MB
How you can help Team-FTU.txt	0.2 KB
index.html	5.3 KB
/img/
m4l2a-01-image-v1.png	160.9 KB
screen-shot-2018-10-29-at-2.28.21-pm.png	144.3 KB
screen-shot-2018-10-29-at-2.30.49-pm.png	76.9 KB
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/Part 01-Module 04-Lesson 04_Time Series and Cross Sectional Risk Models/
01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.en.vtt	3.3 KB
01. M4 L2A 12 Time Series Risk Model Factor Variance V2-hjVBXeZmA0w.mp4	3.7 MB
01. Time Series Model Factor Variance.html	7.2 KB
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.en.vtt	2.4 KB
02. M4 L2A 13 Time Series Risk Model Factor Exposure V4-WPBSMptBrfw.mp4	2.3 MB
02. Time Series Model Factor Exposure.html	7.1 KB
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.en.vtt	2.3 KB
03. M4 L2A 14 Time Series Risk Model Specific Variance V2-I0uJLfh_OgQ.mp4	2.3 MB
03. Time Series Model specific variance.html	6.9 KB
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.en.vtt	1.4 KB
04. M4 L2A 15 Time Series Risk Model V2-Lz3RMLmov8o.mp4	1.4 MB
04. Time Series Risk Model.html	6.3 KB
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.en.vtt	3.6 KB
05. M4 L2A 16 Fama French Size Factor V2-94a2ugitC_E.mp4	4.4 MB
05. Size.html	6.9 KB
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.en.vtt	3.8 KB
06. M4 L2A 17 Fama French Size Factor V3-FXZuHsn0bx4.mp4	3.8 MB
06. SMB.html	7.3 KB
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.en.vtt	3.1 KB
07. M4 L2A 18 Fama French Value Factor V4-IcbsQ4QRGbs.mp4	2.9 MB
07. Value (HML).html	6.2 KB
08. Fama French SMB and HML.html	6.9 KB
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.en.vtt	2.7 KB
08. M4 L2A 19 Fama French SMB And HML V2-fnncnimScFc.mp4	2.8 MB
09. Fama French Risk Model.html	7.9 KB
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.en.vtt	4.0 KB
09. M4 L2A 20 Fama French Risk Model V3-tepvGkpNKrI.mp4	4.1 MB
10. Cross Sectional Model.html	7.0 KB
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.en.vtt	2.7 KB
10. M4 L2A 21 Cross Sectional Risk Model V3-mpnRAt8qUus.mp4	3.6 MB
11. A different approach.html	6.3 KB
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.en.vtt	2.3 KB
11. M4 L2A 22 Cross Sectional Risk Model A Different Approach V2-LauZ7h4bgKE.mp4	1.9 MB
12. Categorical Factors.html	7.0 KB
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.en.vtt	3.3 KB
12. M4 L2A 23 Categorical Factors V2-F76juAxHVIk.mp4	3.1 MB
13. Categorical Variable Estimation.html	7.0 KB
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.en.vtt	4.6 KB
13. M4 L2A 24 Categorical Variable Estimation V4-50hvTluqz3U.mp4	4.4 MB
14. Cross Section Specific Variance.html	6.9 KB
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.en.vtt	2.2 KB
14. M4 L2A 25 Specific Variance V2-JwA9g3NBglE.mp4	2.2 MB
15. Fundamental Factors.html	6.7 KB
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.en.vtt	4.0 KB
15. M4 L2A 26 Fundamental Factors V2-fndhL2Tolac.mp4	3.6 MB
16. M4 L2A 27 Summary V1-rdqINNkTlqs.en.vtt	2.0 KB
16. M4 L2A 27 Summary V1-rdqINNkTlqs.mp4	4.7 MB
16. Summary.html	6.2 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.9 KB
/img/
screen-shot-2018-10-29-at-3.23.22-pm.png	102.4 KB
screen-shot-2018-10-29-at-3.28.20-pm.png	66.9 KB
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screen-shot-2018-10-29-at-4.37.50-pm.png	107.8 KB
/Part 01-Module 04-Lesson 05_Risk Factor Models with PCA/
01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.en.vtt	2.0 KB
01. M4 L2b 01 PCA Statistical Risk Model V1-lDxqJ0JYUzs.mp4	7.3 MB
01. Statistical Risk Model.html	6.5 KB
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.en.vtt	1.7 KB
02. M4 L2b 02 Vector Two Ways V3-mlw6FnCUloU.mp4	4.1 MB
02. Vectors Two Ways.html	6.5 KB
03. Refresh Linear Algebra.html	6.7 KB
04. Bases as Languages.html	6.5 KB
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.en.vtt	4.5 KB
04. M4 L2b 04 Bases As Languages V3-yEL0-AE3mjo.mp4	5.6 MB
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.en.vtt	3.1 KB
05. M4 L2b 05 Translating Between Bases V4-lrE4VOJ2RCA.mp4	2.8 MB
05. Translating Between Bases.html	6.6 KB
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.en.vtt	3.7 KB
06. M4 L2b 06 The Core Idea V3-0KwLkaKHAvg.mp4	7.7 MB
06. The Core Idea.html	6.5 KB
07. PCA Exercise.html	7.1 KB
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.en.vtt	2.8 KB
08. M4 L2b 08 Writing It Down Pt 1 V3-NyDNFqm8c_s.mp4	5.7 MB
08. Writing it Down Part 1.html	6.5 KB
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.en.vtt	3.0 KB
09. M4 L2b 09 Writing It Down Pt 2 V2-TSH3hTAHsIg.mp4	2.9 MB
09. Writing it Down Part 2.html	6.5 KB
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.en.vtt	2.7 KB
10. M4 L2b 10 Writing It Down Pt 3 V3-kSl0j4QIMIU.mp4	2.6 MB
10. Writing it Down Part 3.html	6.5 KB
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.en.vtt	2.1 KB
11. M4 L2b 11 Writing It Down Pt 4 V3-7XO-syqIpCE.mp4	2.0 MB
11. Writing it Down Part 4.html	6.5 KB
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.en.vtt	2.0 KB
12. M4 L2b 13 Principal Components V3-XtecKk58CLs.mp4	2.5 MB
12. The Principal Components.html	6.5 KB
13. Explained Variance.html	6.8 KB
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.en.vtt	5.2 KB
13. M4 L2b 14 Explained Variance V3-OdHeReNUqoQ.mp4	9.1 MB
14. PCA Toy Problem SC V1-uyl44T12yU8.en.vtt	10.1 KB
14. PCA Toy Problem SC V1-uyl44T12yU8.mp4	15.9 MB
14. PCA Toy Problem.html	7.5 KB
15. PCA Coding Exercise.html	7.1 KB
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.en.vtt	3.5 KB
16. M4 L2b 15 PCA As A Factor Model Pt 1 V3-4E3C5E-MmkI.mp4	4.4 MB
16. PCA as a Factor Model.html	6.5 KB
17. M4 L2b 16 PCA As A Factor Model Pt 2 V2-sDbmO0kHx9A.en.vtt	3.4 KB
17. M4 L2b 16 PCA As A Factor Model Pt 2 V2-sDbmO0kHx9A.mp4	3.4 MB
17. PCA as a Factor Model Part 2.html	6.6 KB
18. PCA as a Factor Model Coding Exercise.html	7.2 KB
19. M4 L2b 19 Outro V1-nfVnAkndJCY.en.vtt	0.7 KB
19. M4 L2b 19 Outro V1-nfVnAkndJCY.mp4	2.1 MB
19. Outro.html	6.5 KB
How you can help Team-FTU.txt	0.2 KB
index.html	5.1 KB
/Part 01-Module 04-Lesson 06_Alpha Factors/
01. Intro Efficient Market hypothesis and Arbitrage opportunities.html	11.4 KB
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3--YpXAt7zuh8.en.vtt	4.1 KB
01. M4 L3a 01 Intro Efficient Market Hypothesis And Arbitrage Opportunities V3--YpXAt7zuh8.mp4	10.6 MB
02. install libraries.html	13.5 KB
03. Alpha Factors versus Risk Factor Modeling.html	11.3 KB
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.en.vtt	2.3 KB
03. M4 L3a 02 Alpha Factors Versus Risk Factor Modeling V2-qsahBvhVTkk.mp4	6.5 MB
04. Definition of key words.html	11.9 KB
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.en.vtt	2.9 KB
04. M4 L3a 03 Definition Of Key Words V4-zySdIQTPTGo.mp4	8.2 MB
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.en.vtt	5.2 KB
05. M4 L3a 04 Researching Alphas From Academic Papers V4-te0UTxemLBE.mp4	14.2 MB
05. Researching Alphas from Academic Papers.html	11.3 KB
06. Controlling for Risk within an Alpha Factor Part 1.html	11.3 KB
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.en.vtt	2.8 KB
06. M4 L3a 051 Controlling For Risk Within An Alpha Factor Part 1 V3-raeVfAbBXnA.mp4	8.1 MB
07. Controlling for Risk within an Alpha Factor Part 2.html	11.3 KB
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.en.vtt	2.8 KB
07. M4 L3a 052 Controlling For Risk Within An Alpha Factor Part 2 V2-Ks8HiHcflPs.mp4	7.6 MB
08. Sector Neutral Exercise.html	11.8 KB
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.en.vtt	4.1 KB
09. M4 L3a 06 Ranking Part 1 V4-4j2hIB7WHY4.mp4	10.5 MB
09. Ranking Part 1.html	11.1 KB
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.en.vtt	2.4 KB
10. M4 L3a 07 Ranking Part 2 V2-uwPUV5LBhWY.mp4	4.0 MB
10. Ranking Part 2.html	11.1 KB
11. Ranking in Zipline.html	16.1 KB
12. Ranking exercise.html	11.8 KB
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.en.vtt	4.0 KB
13. M4 L3a 08 Z Score V3-6_cKCoLa92o.mp4	7.8 MB
13. Z score.html	11.1 KB
14. z-score quiz.html	11.7 KB
15. z-score exercise.html	11.8 KB
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.en.vtt	3.1 KB
16. M4 L3a 09 Smoothing V2-mAfrjpZOf7Q.mp4	3.3 MB
16. Smoothing.html	11.1 KB
17. Smoothing Quiz 1.html	12.4 KB
18. Smoothing Exercise.html	11.8 KB
19. Factor Returns.html	11.1 KB
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.en.vtt	3.5 KB
19. M4 L3a 10 Factor Returns V5-enyeTpyCS-o.mp4	7.6 MB
20. Factor returns quiz.html	13.5 KB
21. get_clean_factor_and_forward_returns.html	12.7 KB
22. Factor and forward returns exercise.html	11.8 KB
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.en.vtt	2.4 KB
23. M4 L3a 11 Universe Construction Rule V3-Cr0-k7gUSNg.mp4	5.7 MB
23. Universe construction rule.html	11.2 KB
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.en.vtt	4.3 KB
24. M4 L3a 12 Return Denominator Leverage And Factor Returns V3-QxHrP5LoXAI.mp4	12.3 MB
24. Return Denominator, Leverage, and Factor Returns.html	11.3 KB
25. Making dollar neutral and leverage ratio equal to one.html	12.1 KB
26. Factor returns coding exercise.html	11.8 KB
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.en.vtt	1.8 KB
27. M4 L3a 13 Sharpe Ratio V4-W8nfg1fkloA.mp4	4.8 MB
27. Sharpe Ratio.html	11.1 KB
28. Sharpe Ratio Coding Exercise.html	11.8 KB
29. Halfway There!.html	11.4 KB
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.en.vtt	3.6 KB
30. M4 L3A 141 Ranked Information Coefficient Part 1 V4-_huNulOIuB0.mp4	11.9 MB
30. Ranked Information Coefficient (Rank IC) Part 1.html	11.3 KB
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.en.vtt	3.5 KB
31. M4 L3A 142 Ranked Information Coefficient Part 2 V5-WKGmog0Nzgo.mp4	8.5 MB
31. Ranked Information Coefficient (Rank IC) Part 2.html	11.3 KB
32. Quiz factor_information_coefficient.html	12.0 KB
33. Rank IC coding exercise.html	11.8 KB
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.en.vtt	4.9 KB
34. M4 L3a 151 The Fundamental Law Of Active Management Part 1 V4-iCW_vqvrTlw.mp4	13.6 MB
34. The Fundamental Law of Active Management Part 1.html	11.3 KB
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.en.vtt	2.9 KB
35. M4 L3a 152 The Fundamental Law Of Active Management Part 2 V7-CMc4ujA8Ahs.mp4	8.1 MB
35. The Fundamental Law of Active Management Part 2.html	12.6 KB
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.en.vtt	2.8 KB
36. M4 L3a 161 Real World Constraints Liquidity V3-eu0YZRMu_3w.mp4	8.0 MB
36. Real World Constraints Liquidity.html	11.2 KB
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.en.vtt	2.6 KB
37. M4 L3a 162 Real World Constraints Transaction Costs V2-HAif7xSh8z0.mp4	5.1 MB
37. Real World Constraints Transaction Costs.html	11.3 KB
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.en.vtt	2.1 KB
38. M4 L3a 171 Turnover As Proxy For Real World Constraints V2-6xo8sZjoSVk.mp4	5.8 MB
38. Turnover as a Proxy for Real World Constraints.html	11.3 KB
39. Factor Rank Autocorrelation (Turnover).html	11.2 KB
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.en.vtt	4.6 KB
39. M4 L3a 172 Factor Rank Autocorrelation Turnover V2-QBvbMiVW100.mp4	10.3 MB
40. Turnover Exercise.html	11.8 KB
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.en.vtt	3.4 KB
41. M4 L3a 181 Quantile Analysis Part 1 V2-oT5GFbg0G8g.mp4	4.5 MB
41. Quantile Analysis Part 1.html	11.2 KB
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.en.vtt	3.0 KB
42. M4 L3a 182 Quantile Analysis Part 2 V3-NF18kx0sfBE.mp4	3.0 MB
42. Quantile Analysis Part 2.html	11.6 KB
43. mean returns by quantile quiz.html	12.3 KB
44. Quantile analysis exercise.html	11.8 KB
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.en.vtt	2.4 KB
45. M4 L3a 19 Quantiles Academic Research Vs Practitioners V2-AwL7cV2VyhM.mp4	5.7 MB
45. Quantiles Academic Research vs. Practitioners.html	11.3 KB
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.en.vtt	4.5 KB
46. M4 L3a 20 Transfer Coefficient V3-4rZ0MWQzlIs.mp4	10.6 MB
46. Transfer Coefficient.html	11.2 KB
47. Transfer Coefficient Coding Exercise.html	11.8 KB
48. It’s all Relative.html	11.1 KB
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.en.vtt	1.7 KB
48. M4 L3a 21 Its All Relative V2-VBcOrT7TuFA.mp4	4.4 MB
49. Conditional Factors.html	11.2 KB
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.en.vtt	5.1 KB
49. M4 L3a 22 Conditional Factors V2-2J1aUwGq6tc.mp4	9.6 MB
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.en.vtt	4.8 KB
50. M4 L3a 23 Summary V3-FZYqdaqoiZk.mp4	13.6 MB
50. Summary.html	11.1 KB
51. Interlude Reading Academic Research Papers, Part 1.html	11.2 KB
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.en.vtt	3.8 KB
51. M4 L3a 25 Interlude Pt 1 V2-SMQwc5kwSr0.mp4	9.7 MB
52. Interlude Reading Academic Research Papers, Part 2.html	11.2 KB
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.en.vtt	5.8 KB
52. M4 L3a 26 Interlude Pt 2 V2-1a60RPqhO8k.mp4	15.4 MB
53. Interlude Reading Academic Research Papers, Part 3.html	11.2 KB
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.en.vtt	5.8 KB
53. M4 L3a 27 Interlude Pt 3 V2-v6cLkoJhujU.mp4	15.5 MB
How you can help Team-FTU.txt	0.2 KB
index.html	8.8 KB
/Part 01-Module 04-Lesson 07_Alpha Factor Research Methods/
01. Case Studies Intro.html	9.0 KB
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.en.vtt	2.5 KB
01. M4 L3b 01 Case Studies Intro V3-oWWrWbzDi2k.mp4	5.8 MB
02. install libraries.html	10.6 KB
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.en.vtt	2.4 KB
03. M4 L3b 02 Overnight Returns Abstract V2-q5xidwa5W8w.mp4	5.8 MB
03. Overnight Returns Abstract.html	10.4 KB
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.en.vtt	4.2 KB
04. M4 L3b 03 Overnight Returns Possible Alpha Factors V2-QBCDr9q2rLo.mp4	5.4 MB
04. Overnight Returns Possible Alpha Factors.html	8.4 KB
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.en.vtt	4.5 KB
05. M4 L3b 04 Overnight Returns Data Universe Methods V2-Y_lBDa1hRco.mp4	11.1 MB
05. Overnight Returns Data, Universe, Methods.html	8.4 KB
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.en.vtt	2.4 KB
06. M4 L3b 05 Overnight Returns Methods Quantile Analysis V3-4Js3mghq2mU.mp4	5.9 MB
06. Overnight Returns Methods Quantile Analysis.html	8.4 KB
07. Overnight Returns exercise.html	8.9 KB
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.en.vtt	2.2 KB
08. M4 L3b 06 Winners And Losers In Momentum Investing V2-84ygzbLENbE.mp4	2.1 MB
08. Winners and Losers in Momentum Investing.html	11.1 KB
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.en.vtt	4.0 KB
09. M4 L3b 07 Winners And Losers Accelerated And Decelerated Gains And Losses V2-cdSdKl4uxVM.mp4	4.9 MB
09. Winners and Losers Accelerated and Decelerated Gains and Losses.html	8.5 KB
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.en.vtt	3.5 KB
10. M4 L3b 08 Winners And Losers Approximating Curves With Polynomials V4-Nw6v2EeECt0.mp4	6.1 MB
10. Winners and Losers approximating curves with polynomials.html	8.5 KB
11. Winners and Losers Content Quiz.html	9.7 KB
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.en.vtt	4.3 KB
12. M4 L3b 09 Winners And Losers Creating A Joint Factor V3-xmW05ii8Vxs.mp4	11.7 MB
12. Winners and Losers Creating a joint factor.html	8.4 KB
13. Winners and Losers in Momentum Exercise.html	8.9 KB
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.en.vtt	4.9 KB
14. M4 L3b 10 Skewness And Momentum Attentional Bias V3-3ZkFRBUmSQ0.mp4	11.3 MB
14. Skewness and Momentum Attentional Bias.html	10.4 KB
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.en.vtt	3.5 KB
15. M4 L3b 11 Skewness And Momentum Defining Skew V2-6PgqIpmJBJ8.mp4	6.7 MB
15. Skewness and Momentum Defining Skew.html	8.4 KB
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.en.vtt	3.6 KB
16. M4 L3b 12 Skewness And Momentum Momentum Enhances Or Weakened By Skew V2-S73J_h8DHsE.mp4	9.0 MB
16. Skewness and Momentum Momentum Enhanced or weakened by Skew.html	8.5 KB
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.en.vtt	1.6 KB
17. M4 L3b 13 Skewness And Momentum Conditional Factor V2-cMLTVZFKEm0.mp4	3.0 MB
17. Skewness and Momentum Conditional Factor.html	8.4 KB
18. iVol Value and Idiosyncratic volatility Overview.html	11.3 KB
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.en.vtt	2.0 KB
18. M4 L3b 14 IVol Value And Idiosyncratic Volatility Overview V2-h7vamh2FPMs.mp4	4.8 MB
19. iVol Arbitrage and Efficient Pricing of Stocks.html	8.4 KB
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.en.vtt	1.9 KB
19. M4 L3b 15 IVol Arbitrage And Efficient Pricing Of Stocks V3-7Fqe5DP6iG8.mp4	2.9 MB
20. iVol Arbitrage Risk.html	8.3 KB
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.en.vtt	2.3 KB
20. M4 L3b 16 IVol Arbitrage Risk V3-rKtJ3iAYYns.mp4	3.2 MB
21. iVol Idiosyncratic Volatility.html	8.3 KB
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.en.vtt	2.9 KB
21. M4 L3b 17 IVol Idiosyncratic Volatility V2-B8hOR4G9CJk.mp4	7.4 MB
22. iVol Value, Fundamental or Discretionary Investing.html	8.4 KB
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.en.vtt	4.6 KB
22. M4 L3b 18 IVol Value Fundamental Or Discretionary Investing V2-sKAE5Z8e7IM.mp4	11.7 MB
23. iVOL Quantamental Investing.html	8.3 KB
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.en.vtt	2.5 KB
23. M4 L3b 19 IVol Quantamental Investing V2-K6Ud6gams-U.mp4	6.0 MB
24. iVol Joint Factor Volatility Enhanced Price Earnings Ratio.html	8.4 KB
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.en.vtt	2.9 KB
24. M4 L3b 20 IVol Volatility Enhanced Price Earnings Ratio V2-x-1nqTEPGcA.mp4	7.8 MB
25. iVol Generalizing the volatility Factor.html	8.4 KB
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.en.vtt	1.1 KB
25. M4 L3b 21 IVol Generalizing The Volatility Factor V2-Lt1JPjKHPmk.mp4	3.0 MB
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.en.vtt	1.4 KB
26. M4 L3b 22 Summary V2-Tq8yVPEHxXs.mp4	3.9 MB
26. Summary.html	8.2 KB
27. Interlude.html	8.2 KB
27. MV When Those Around You Dont Believe In You V1--vKspTOIXY0.mp4	6.0 MB
How you can help Team-FTU.txt	0.2 KB
index.html	6.6 KB
/Part 01-Module 04-Lesson 08_Advanced Portfolio Optimization/
01. Intro.html	6.3 KB
01. M4 L4 01 Intro V1-9NzZFszX2E4.en.vtt	1.3 KB
01. M4 L4 01 Intro V1-9NzZFszX2E4.mp4	3.6 MB
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.en.vtt	2.6 KB
02. M4 L4 02 Setting Up The Problem Alphas V5-6GeyU-thC4U.mp4	7.0 MB
02. Setting Up the Problem Alphas.html	6.4 KB
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.en.vtt	3.6 KB
03. M4 L4 03 Setting Up The Problem Risk V4-2vcULOlXTzc.mp4	8.5 MB
03. Setting Up the Problem Risk.html	6.4 KB
04. M4 L4 04 Regularization V4-fq-CanyDHuw.en.vtt	3.2 KB
04. M4 L4 04 Regularization V4-fq-CanyDHuw.mp4	4.5 MB
04. Regularization.html	6.3 KB
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.en.vtt	2.4 KB
05. M4 L4 06 Standard Constraints V4-OPBKsNQPr6I.mp4	6.5 MB
05. Standard Constraints.html	6.3 KB
06. Leverage Constraint.html	6.3 KB
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.en.vtt	3.1 KB
06. M4 L4 07 Leverage Constraint V5-zJ9gon4rFQc.mp4	8.3 MB
07. Factor Exposure and Position Constraints.html	6.4 KB
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.en.vtt	2.7 KB
07. M4 L4 08 Factor Exposure And Position Constraints V3-wMY4zI5zLSM.mp4	5.7 MB
08. Alternative Ways of Setting Up the Problem.html	10.5 KB
09. Estimation Error.html	6.3 KB
09. M4 L4 10 Estimation Error V4-WdrMIRhScN0.en.vtt	5.0 KB
09. M4 L4 10 Estimation Error V4-WdrMIRhScN0.mp4	11.2 MB
10. Infeasible Problems.html	6.3 KB
10. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.en.vtt	4.1 KB
10. M4 L4 12 Infeasible Problems V4-ljg25Rj511Q.mp4	7.9 MB
11. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.en.vtt	3.6 KB
11. M4 L4 14 Transaction Costs V3-yxwqTvbJhhc.mp4	5.2 MB
11. Transaction Costs.html	6.3 KB
12. Will the Portfolios Be Different.html	7.4 KB
13. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.en.vtt	5.0 KB
13. M4 L4 17 Path Dependency 1 V3-ok9rKYRtZLE.mp4	12.2 MB
13. Path Dependency.html	6.3 KB
14. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.en.vtt	3.8 KB
14. M4 L4 19 What Is Optimization Doing To OUr Alphas V3-6Yqb91Xahvg.mp4	8.6 MB
14. What Is Optimization Doing to Our Alphas.html	6.4 KB
15. M4 L4 20 Outro V1-c3J8t6q2BGo.en.vtt	1.7 KB
15. M4 L4 20 Outro V1-c3J8t6q2BGo.mp4	5.7 MB
15. Outro.html	6.3 KB
16. Interlude.html	6.2 KB
16. MV 12 Embrace The Struggle V2-SGcgOm5kiKU.mp4	19.2 MB
17. Feedback.html	6.9 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.9 KB
/Part 01-Module 04-Lesson 09_Project 4 Alpha Research and Factor Modeling/
01. Intro.html	5.1 KB
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.en.vtt	2.5 KB
01. M4 01 Intro To Project 4 V1-7goOG7CdUjU.mp4	5.7 MB
02. Project Description.html	5.5 KB
03. Project 4 Workspace.html	5.8 KB
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.en.vtt	1.7 KB
04. M4 03 Coming In Term II V1-2jF5J8MIdqc.mp4	4.5 MB
04. Outro What's next.html	5.2 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.1 KB
Project Description - Multi-factor Model.html	4.9 KB
Project Rubric - Multi-factor Model.html	10.1 KB
/Part 02-Module 01-Lesson 01_Welcome To Term II/
01. AITND TII 01 Recap Of Term 1 V1-uhIvBfhcyLM.mp4	18.1 MB
01. Welcome!.html	4.6 KB
02. AITND TII 02 Overview Of Term 2 V1-dVz-lVGvadY.mp4	10.8 MB
02. Overview of Term II.html	4.7 KB
03. AITND Term II Interview W Justin V2 V2-JOkwa1brNX8.mp4	50.6 MB
03. Interview with Justin Sheetz.html	4.7 KB
How you can help Team-FTU.txt	0.2 KB
index.html	3.7 KB
/Part 02-Module 01-Lesson 02_Intro to Natural Language Processing/
01. NLP Overview.html	5.6 KB
01. Welcome to NLP-g-AlFF61p0I.en.vtt	1.7 KB
01. Welcome to NLP-g-AlFF61p0I.mp4	5.2 MB
01. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt	1.5 KB
02. Structured Languages-NsmqUIHlk6U.en.vtt	1.8 KB
02. Structured Languages-NsmqUIHlk6U.mp4	5.6 MB
02. Structured Languages-NsmqUIHlk6U.zh-CN.vtt	1.5 KB
02. Structured Languages.html	8.8 KB
03. Grammar-Jw3dA7xmoQ4.en.vtt	0.7 KB
03. Grammar-Jw3dA7xmoQ4.mp4	2.2 MB
03. Grammar-Jw3dA7xmoQ4.zh-CN.vtt	0.6 KB
03. Grammar.html	7.4 KB
04. Unstructured Text-OmwSdaec5vU.en.vtt	1.8 KB
04. Unstructured Text-OmwSdaec5vU.mp4	4.9 MB
04. Unstructured Text-OmwSdaec5vU.zh-CN.vtt	1.6 KB
04. Unstructured Text.html	8.0 KB
05. Counting Words.html	9.3 KB
06. Context Is Everything.html	6.1 KB
06. Context-J-4pfu2w1C0.en.vtt	2.2 KB
06. Context-J-4pfu2w1C0.mp4	4.8 MB
06. Context-J-4pfu2w1C0.zh-CN.vtt	2.0 KB
07. Natural Language Processing-UQBxJzoCp-I.en.vtt	1.2 KB
07. Natural Language Processing-UQBxJzoCp-I.mp4	3.6 MB
07. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt	1.3 KB
07. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt	1.1 KB
07. NLP and Pipelines.html	5.8 KB
08. How NLP Pipelines Work.html	5.8 KB
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt	1.8 KB
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4	1.3 MB
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt	1.9 KB
08. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt	1.6 KB
09. Text Processing-pqheVyctkNQ.en.vtt	2.7 KB
09. Text Processing-pqheVyctkNQ.mp4	3.1 MB
09. Text Processing-pqheVyctkNQ.pt-BR.vtt	3.0 KB
09. Text Processing-pqheVyctkNQ.zh-CN.vtt	2.4 KB
09. Text Processing.html	6.0 KB
10. Feature Extraction-UgENzCmfFWE.en.vtt	3.9 KB
10. Feature Extraction-UgENzCmfFWE.mp4	3.6 MB
10. Feature Extraction-UgENzCmfFWE.pt-BR.vtt	4.3 KB
10. Feature Extraction-UgENzCmfFWE.zh-CN.vtt	3.4 KB
10. Feature Extraction.html	6.1 KB
11. Modeling-P4w_2rkxBvE.en.vtt	1.3 KB
11. Modeling-P4w_2rkxBvE.mp4	1.2 MB
11. Modeling-P4w_2rkxBvE.pt-BR.vtt	1.5 KB
11. Modeling-P4w_2rkxBvE.zh-CN.vtt	1.1 KB
11. Modeling.html	5.7 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.3 KB
/Part 02-Module 01-Lesson 03_Text Processing/
01. Text Processing-6LO6I5M18PQ.en.vtt	1.2 KB
01. Text Processing-6LO6I5M18PQ.mp4	1.9 MB
01. Text Processing-6LO6I5M18PQ.pt-BR.vtt	1.3 KB
01. Text Processing-6LO6I5M18PQ.zh-CN.vtt	1.1 KB
01. Text Processing.html	5.8 KB
02. Exercise Text Processing .html	6.2 KB
03. Capturing Text Data-Z4mnMN1ApG4.en.vtt	1.8 KB
03. Capturing Text Data-Z4mnMN1ApG4.mp4	2.5 MB
03. Capturing Text Data-Z4mnMN1ApG4.zh-CN.vtt	1.6 KB
03. Capturing Text Data.html	6.3 KB
04. Cleaning-qawXp9DPV6I.en.vtt	8.5 KB
04. Cleaning-qawXp9DPV6I.mp4	20.5 MB
04. Cleaning-qawXp9DPV6I.pt-BR.vtt	9.3 KB
04. Cleaning-qawXp9DPV6I.zh-CN.vtt	7.6 KB
04. Cleaning.html	6.2 KB
05. Normalization-eOV2UUY8vtM.en.vtt	3.3 KB
05. Normalization-eOV2UUY8vtM.mp4	3.3 MB
05. Normalization-eOV2UUY8vtM.pt-BR.vtt	3.5 KB
05. Normalization-eOV2UUY8vtM.zh-CN.vtt	3.0 KB
05. Normalization.html	6.5 KB
06. Tokenization-4Ieotbeh4u8.en.vtt	3.0 KB
06. Tokenization-4Ieotbeh4u8.mp4	3.4 MB
06. Tokenization-4Ieotbeh4u8.pt-BR.vtt	3.4 KB
06. Tokenization-4Ieotbeh4u8.zh-CN.vtt	2.7 KB
06. Tokenization.html	6.1 KB
07. Stop Word Removal-WAU_Ij0GJbw.en.vtt	1.6 KB
07. Stop Word Removal-WAU_Ij0GJbw.mp4	2.1 MB
07. Stop Word Removal-WAU_Ij0GJbw.pt-BR.vtt	1.8 KB
07. Stop Word Removal-WAU_Ij0GJbw.zh-CN.vtt	1.4 KB
07. Stop Word Removal.html	5.8 KB
08. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt	1.7 KB
08. Part-of-Speech Tagging-WFEu8bXI5OA.mp4	2.3 MB
08. Part-of-Speech Tagging-WFEu8bXI5OA.pt-BR.vtt	2.0 KB
08. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt	1.5 KB
08. Part-of-Speech Tagging.html	6.4 KB
09. Named Entity Recognition-QUQu2nsE7vE.en.vtt	1.1 KB
09. Named Entity Recognition-QUQu2nsE7vE.mp4	1.2 MB
09. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt	1.3 KB
09. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt	1.0 KB
09. Named Entity Recognition.html	5.8 KB
10. Stemming And Lemmatization-7Gjf81u5hmw.en.vtt	4.9 KB
10. Stemming And Lemmatization-7Gjf81u5hmw.mp4	5.2 MB
10. Stemming And Lemmatization-7Gjf81u5hmw.pt-BR.vtt	5.1 KB
10. Stemming And Lemmatization-7Gjf81u5hmw.zh-CN.vtt	4.4 KB
10. Stemming and Lemmatization.html	5.8 KB
11. Summary-zKYEvRd2XmI.en.vtt	1.1 KB
11. Summary-zKYEvRd2XmI.mp4	1.0 MB
11. Summary-zKYEvRd2XmI.pt-BR.vtt	1.3 KB
11. Summary-zKYEvRd2XmI.zh-CN.vtt	1.0 KB
11. Summary.html	5.7 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.3 KB
/Part 02-Module 01-Lesson 04_Feature Extraction/
01. Feature Extraction-Bd6TJB8eVLQ.en.vtt	1.1 KB
01. Feature Extraction-Bd6TJB8eVLQ.mp4	2.4 MB
01. Feature Extraction-Bd6TJB8eVLQ.zh-CN.vtt	1.0 KB
01. Feature Extraction.html	5.5 KB
02. Bag Of Words-A7M1z8yLl0w.en.vtt	4.8 KB
02. Bag Of Words-A7M1z8yLl0w.mp4	4.2 MB
02. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt	5.2 KB
02. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt	4.2 KB
02. Bag of Words.html	5.6 KB
03. TF-IDF-XZBiBIRcACE.en.vtt	2.4 KB
03. TF-IDF-XZBiBIRcACE.mp4	2.2 MB
03. TF-IDF-XZBiBIRcACE.zh-CN.vtt	2.1 KB
03. TF-IDF.html	5.4 KB
04. One-Hot Encoding-a0j1CDXFYZI.en.vtt	1.4 KB
04. One-Hot Encoding-a0j1CDXFYZI.mp4	1.1 MB
04. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt	1.6 KB
04. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt	1.2 KB
04. One-Hot Encoding.html	5.6 KB
05. Word Embeddings-4mM_S9L2_JQ.en.vtt	1.6 KB
05. Word Embeddings-4mM_S9L2_JQ.mp4	1.3 MB
05. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt	1.7 KB
05. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt	1.3 KB
05. Word Embeddings.html	5.6 KB
06. Word2Vec-7jjappzGRe0.en.vtt	3.5 KB
06. Word2Vec-7jjappzGRe0.mp4	3.1 MB
06. Word2Vec-7jjappzGRe0.pt-BR.vtt	3.9 KB
06. Word2Vec-7jjappzGRe0.zh-CN.vtt	2.9 KB
06. Word2Vec.html	5.5 KB
07. GloVe-KK3PMIiIn8o.en.vtt	4.3 KB
07. GloVe-KK3PMIiIn8o.mp4	4.0 MB
07. GloVe-KK3PMIiIn8o.pt-BR.vtt	4.7 KB
07. GloVe-KK3PMIiIn8o.zh-CN.vtt	3.7 KB
07. GloVe.html	5.5 KB
08. Embeddings For Deep Learning-gj8u1KG0H2w.en.vtt	5.2 KB
08. Embeddings For Deep Learning-gj8u1KG0H2w.mp4	4.9 MB
08. Embeddings For Deep Learning-gj8u1KG0H2w.pt-BR.vtt	5.7 KB
08. Embeddings For Deep Learning-gj8u1KG0H2w.zh-CN.vtt	4.8 KB
08. Embeddings for Deep Learning.html	5.7 KB
09. T-SNE-xxcK8oZ6_WE.en.vtt	2.2 KB
09. T-SNE-xxcK8oZ6_WE.mp4	5.8 MB
09. T-SNE-xxcK8oZ6_WE.pt-BR.vtt	2.5 KB
09. T-SNE-xxcK8oZ6_WE.zh-CN.vtt	1.9 KB
09. t-SNE.html	5.5 KB
10. NLP Summary-B9ul8fsQYOA.en.vtt	0.7 KB
10. NLP Summary-B9ul8fsQYOA.mp4	1.5 MB
10. NLP Summary-B9ul8fsQYOA.zh-CN.vtt	0.6 KB
10. Summary.html	5.4 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.1 KB
/Part 02-Module 01-Lesson 05_Financial Statements/
01. AIT M5L4A 01 Intro V1-BS4n9rRYGtw.mp4	6.3 MB
01. Introduction.html	7.0 KB
02. AIT M5L4A 02 Financial Statement V6-XYff0ROHzWo.mp4	21.4 MB
02. Financial Statements.html	7.1 KB
03. 10-K Walkthrough.html	7.1 KB
03. M5 SC 15 10Ks Walkthrough V1-0ytyZ4LVG6s.mp4	38.7 MB
04. Quiz 10-Ks and EDGAR.html	9.8 KB
05. AIT M5L4B 01 Introduction To Regex V4-WCXDD_n1ZuA.mp4	17.8 MB
05. Introduction to Regexes.html	7.1 KB
06. M5 SC 1 Raw Strings V1-WhL1VbulThY.mp4	7.2 MB
06. Raw Strings.html	8.0 KB
07. Finding Words .html	8.0 KB
07. M5 SC 2 Finding Words V1-wTOh9B6aHGk.mp4	12.3 MB
08. Finding MetaCharacters.html	8.1 KB
08. M5 SC 3 Finding Metacharacters V1-RiSVD9E823Q.mp4	4.2 MB
09. M5 SC 4 Searching For Simple Patte V1-7RAHoJ34gXI.mp4	15.4 MB
09. Searching For Simple Patterns.html	8.1 KB
10. M5 SC 5 Word Boundaries V1-3dWIHULqKog.mp4	14.3 MB
10. Word Boundaries.html	8.0 KB
11. M5 SC 6 Metacharacters Part 1 V1-Jay3euM62NQ.mp4	9.0 MB
11. MetaCharacters Part 1.html	8.1 KB
12. M5 SC 7 Metacharacters Part 2 V1-KK1xo8GDfvE.mp4	23.7 MB
12. MetaCharacters Part 2.html	8.1 KB
13. M5 SC 8 Metacharacters Part 3 V1-nDlxRlDUNHk.mp4	18.5 MB
13. MetaCharacters Part 3.html	8.1 KB
14. M5 SC 9 Substitutions And Flags V1-9pxTGOlkLEY.mp4	18.4 MB
14. Substitutions and Flags.html	8.1 KB
15. Applying Regexs to 10-Ks.html	7.8 KB
16. AIT M5L4B 06 Introduction To Beautifulsoup V3-k8e-kB3qBng.mp4	13.3 MB
16. Introduction to BeautifulSoup.html	7.1 KB
17. Parsers.html	8.9 KB
18. HTML Structure.html	7.1 KB
18. M5 SC 16 HTML Structure V1-R3QLtHxedXw.mp4	15.8 MB
19. M5 SC 10 Parsing An HTML File V1-Ybl4fI92cYE.mp4	3.8 MB
19. Parsing an HTML File.html	8.1 KB
20. M5 SC 11 Navigating The Parse Tree V1-NzOB9Vyy0l4.mp4	11.5 MB
20. Navigating The Parse Tree.html	8.1 KB
21. M5 SC 12 Searching The Parse Tree Part 1 V1-RyJuvYTF3Ms.mp4	12.5 MB
21. Searching The Parse Tree Part 1.html	8.1 KB
22. M5 SC 13 Searching The Parse Tree Part 2 V1-WS_bkGCk7qk.mp4	8.0 MB
22. Searching The Parse Tree Part 2.html	8.1 KB
23. M5 SC 14 Searching The Parse Tree Part 3 V1-PR--1dLqcTM.mp4	13.7 MB
23. Searching The Parse Tree Part 3.html	8.1 KB
24. Exercise Get Headers and Paragraphs.html	7.9 KB
25. The Requests Library.html	7.8 KB
How you can help Team-FTU.txt	0.2 KB
index.html	5.6 KB
/Part 02-Module 01-Lesson 06_Project 5 NLP on Financial Statements/
01. Intro Term II V2-jSK9Pr7wFQo.mp4	9.8 MB
01. Introduction to Project 5.html	5.0 KB
02. Project Description.html	5.1 KB
03. Project 5 Workspace.html	5.8 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.0 KB
Project Description - NLP on Financial Statements.html	4.9 KB
Project Rubric - NLP on Financial Statements.html	7.5 KB
/Part 02-Module 02-Lesson 01_Introduction to Neural Networks/
01. Instructor.html	8.7 KB
02. Introduction-tn-CrUTkCUc.en.vtt	3.4 KB
02. Introduction-tn-CrUTkCUc.mp4	7.9 MB
02. Introduction-tn-CrUTkCUc.pt-BR.vtt	3.2 KB
02. Introduction-tn-CrUTkCUc.zh-CN.vtt	2.9 KB
02. Introduction.html	8.6 KB
03. Classification Problems 1.html	9.9 KB
03. Exemplo de classificação-Dh625piH7Z0.en.vtt	2.8 KB
03. Exemplo de classificação-Dh625piH7Z0.mp4	2.2 MB
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt	2.6 KB
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04. Classification Problems 2.html	8.6 KB
04. 分类问题 2 -46PywnGa_cQ.en.vtt	1.8 KB
04. 分类问题 2 -46PywnGa_cQ.mp4	1.7 MB
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt	1.6 KB
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt	1.7 KB
05. Linear Boundaries-X-uMlsBi07k.en.vtt	3.9 KB
05. Linear Boundaries-X-uMlsBi07k.mp4	4.0 MB
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt	3.8 KB
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt	3.4 KB
05. Linear Boundaries.html	9.4 KB
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt	3.0 KB
06. 09 Higher Dimensions-eBHunImDmWw.mp4	2.7 MB
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt	2.7 KB
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt	2.4 KB
06. Higher Dimensions.html	9.8 KB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt	6.0 KB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4	5.4 MB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt	5.7 KB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt	5.1 KB
07. Perceptrons.html	9.5 KB
08. Why Neural Networks.html	8.7 KB
08. 为何是神经网络-zAkzOZntK6Y.en.vtt	1.4 KB
08. 为何是神经网络-zAkzOZntK6Y.mp4	1.0 MB
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt	1.3 KB
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt	1.2 KB
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4	2.9 MB
09. DL 09 XOR Perceptron--z9K49fdE3g.mp4	524.1 KB
09. Perceptrons as Logical Operators.html	19.9 KB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt	4.2 KB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4	3.8 MB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt	4.3 KB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt	3.6 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt	0.4 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4	266.3 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt	0.4 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt	0.4 KB
10. Perceptron Algorithm--zhTROHtscQ.en.vtt	2.7 KB
10. Perceptron Algorithm--zhTROHtscQ.mp4	2.0 MB
10. Perceptron Algorithm--zhTROHtscQ.pt-BR.vtt	2.5 KB
10. Perceptron Algorithm--zhTROHtscQ.zh-CN.vtt	2.4 KB
10. Perceptron Trick.html	12.5 KB
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt	3.5 KB
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4	3.0 MB
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt	3.4 KB
11. Perceptron Algorithm.html	16.2 KB
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt	1.8 KB
12. Non-Linear Regions-B8UrWnHh1Wc.mp4	1.4 MB
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt	1.5 KB
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt	1.6 KB
12. Non-Linear Regions.html	8.6 KB
13. Error Functions-YfUUunxWIJw.en.vtt	0.8 KB
13. Error Functions-YfUUunxWIJw.mp4	3.7 MB
13. Error Functions-YfUUunxWIJw.pt-BR.vtt	0.8 KB
13. Error Functions-YfUUunxWIJw.zh-CN.vtt	0.7 KB
13. Error Functions.html	8.6 KB
14. Error Functions-jfKShxGAbok.en.vtt	9.7 KB
14. Error Functions-jfKShxGAbok.mp4	7.6 MB
14. Error Functions-jfKShxGAbok.pt-BR.vtt	9.4 KB
14. Error Functions-jfKShxGAbok.zh-CN.vtt	8.6 KB
14. Log-loss Error Function.html	10.3 KB
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt	0.6 KB
15. Discrete vs Continuous-rdP-RPDFkl0.mp4	2.4 MB
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt	0.6 KB
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt	0.5 KB
15. Discrete vs Continuous.html	10.9 KB
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt	5.8 KB
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4	5.6 MB
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt	5.8 KB
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt	4.8 KB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt	5.5 KB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4	4.2 MB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt	5.2 KB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt	4.5 KB
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt	2.7 KB
16. DL 18 S Softmax-n8S-v_LCTms.mp4	2.0 MB
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt	2.6 KB
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt	2.4 KB
16. Quiz - Softmax-NNoezNnAMTY.en.vtt	0.5 KB
16. Quiz - Softmax-NNoezNnAMTY.mp4	1.8 MB
16. Quiz - Softmax-NNoezNnAMTY.pt-BR.vtt	0.5 KB
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16. Softmax.html	13.0 KB
17. One-Hot Encoding-AePvjhyvsBo.en.vtt	2.3 KB
17. One-Hot Encoding-AePvjhyvsBo.mp4	1.7 MB
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt	2.1 KB
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt	2.1 KB
17. One-Hot Encoding.html	8.6 KB
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt	1.7 KB
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4	6.0 MB
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt	1.7 KB
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt	1.5 KB
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt	4.5 KB
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4	4.0 MB
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt	4.6 KB
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt	3.8 KB
18. Maximum Likelihood.html	11.0 KB
19. Maximizing Probabilities.html	10.5 KB
19. Quiz - Cross 1--xxrisIvD0E.en.vtt	0.9 KB
19. Quiz - Cross 1--xxrisIvD0E.mp4	3.2 MB
19. Quiz - Cross 1--xxrisIvD0E.pt-BR.vtt	0.9 KB
19. Quiz - Cross 1--xxrisIvD0E.zh-CN.vtt	0.8 KB
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt	2.4 KB
19. Quiz Cross Entropy-njq6bYrPqSU.mp4	2.0 MB
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt	2.3 KB
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt	2.1 KB
20. Cross Entropy 1-iREoPUrpXvE.en.vtt	4.9 KB
20. Cross Entropy 1-iREoPUrpXvE.mp4	4.4 MB
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt	5.1 KB
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt	4.2 KB
20. Cross-Entropy 1.html	8.9 KB
21. Cross-Entropy 2.html	11.3 KB
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt	8.2 KB
21. CrossEntropy V1-1BnhC6e0TFw.mp4	6.9 MB
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt	8.0 KB
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt	6.8 KB
21. Formula For Cross 1-qvr_ego_d6w.en.vtt	0.6 KB
21. Formula For Cross 1-qvr_ego_d6w.mp4	2.2 MB
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt	0.7 KB
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22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt	4.8 KB
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4	4.3 MB
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt	4.7 KB
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt	4.1 KB
22. Multi-Class Cross Entropy.html	9.8 KB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt	1.7 KB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4	1.6 MB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt	1.5 KB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt	1.5 KB
23. Error Function-V5kkHldUlVU.en.vtt	5.0 KB
23. Error Function-V5kkHldUlVU.mp4	5.1 MB
23. Error Function-V5kkHldUlVU.pt-BR.vtt	5.3 KB
23. Error Function-V5kkHldUlVU.zh-CN.vtt	4.2 KB
23. Logistic Regression.html	10.3 KB
24. Gradient Descent-rhVIF-nigrY.en.vtt	3.9 KB
24. Gradient Descent-rhVIF-nigrY.mp4	3.9 MB
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt	4.1 KB
24. Gradient Descent.html	16.8 KB
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt	2.6 KB
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4	2.1 MB
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt	2.7 KB
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt	2.3 KB
25. Logistic Regression Algorithm.html	8.7 KB
26. Pre-Notebook Gradient Descent.html	10.7 KB
27. Notebook Gradient Descent.html	9.1 KB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt	4.4 KB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4	3.4 MB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt	4.3 KB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt	3.7 KB
28. Perceptron vs Gradient Descent.html	9.0 KB
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt	1.4 KB
29. Continuous Perceptrons-07-JJ-aGEfM.mp4	1.2 MB
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt	1.3 KB
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt	1.2 KB
29. Continuous Perceptrons.html	8.6 KB
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt	0.6 KB
30. Non-Linear Data-F7ZiE8PQiSc.mp4	2.2 MB
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt	0.6 KB
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt	0.6 KB
30. Non-linear Data.html	8.6 KB
31. Non-Linear Models-HWuBKCZsCo8.en.vtt	1.3 KB
31. Non-Linear Models-HWuBKCZsCo8.mp4	1.2 MB
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt	1.4 KB
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt	1.1 KB
31. Non-Linear Models.html	8.6 KB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt	3.1 KB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4	3.0 MB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt	3.4 KB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt	2.8 KB
32. Combinando modelos-Boy3zHVrWB4.en.vtt	5.4 KB
32. Combinando modelos-Boy3zHVrWB4.mp4	5.0 MB
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt	5.4 KB
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt	4.7 KB
32. Layers-pg99FkXYK0M.en.vtt	3.5 KB
32. Layers-pg99FkXYK0M.mp4	3.3 MB
32. Layers-pg99FkXYK0M.pt-BR.vtt	3.4 KB
32. Layers-pg99FkXYK0M.zh-CN.vtt	3.1 KB
32. Multiclass Classification-uNTtvxwfox0.en.vtt	2.1 KB
32. Multiclass Classification-uNTtvxwfox0.mp4	2.0 MB
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt	2.2 KB
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt	1.9 KB
32. Neural Network Architecture.html	13.4 KB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt	6.3 KB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4	5.6 MB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt	6.9 KB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt	5.5 KB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt	2.0 KB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4	1.8 MB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt	2.2 KB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt	1.7 KB
33. Feedforward.html	9.9 KB
34. Backpropagation V2-1SmY3TZTyUk.en.vtt	7.4 KB
34. Backpropagation V2-1SmY3TZTyUk.mp4	6.8 MB
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt	7.3 KB
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt	6.5 KB
34. Backpropagation.html	12.8 KB
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt	3.5 KB
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4	3.5 MB
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt	3.5 KB
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt	3.0 KB
34. Chain Rule-YAhIBOnbt54.en.vtt	1.7 KB
34. Chain Rule-YAhIBOnbt54.mp4	1.5 MB
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt	1.8 KB
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt	1.5 KB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt	6.3 KB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4	6.0 MB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt	6.7 KB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt	5.2 KB
35. Pre-Notebook Analyzing Student Data.html	9.7 KB
36. Notebook Analyzing Student Data.html	9.1 KB
37. Outro.html	8.6 KB
How you can help Team-FTU.txt	0.2 KB
index.html	6.5 KB
/img/
and-quiz.png	272.2 KB
and-to-or.png	620.7 KB
codecogseqn-43.gif	8.2 KB
codecogseqn-49.gif	2.1 KB
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meme.png	214.1 KB
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perceptronquiz.png	95.9 KB
points.png	64.7 KB
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screen-shot-2018-09-10-at-7.38.39-pm.png	303.4 KB
sigmoid-derivative.gif	2.1 KB
student-quiz.png	767.0 KB
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xor.png	220.1 KB
/Part 02-Module 02-Lesson 02_Deep Learning with PyTorch/
01. Welcome!.html	12.4 KB
02. Pre-Notebook.html	8.8 KB
03. Notebook Workspace.html	8.1 KB
04. PyTorch V2 Part 1 V1-6Z7WntXays8.en.vtt	10.0 KB
04. PyTorch V2 Part 1 V1-6Z7WntXays8.mp4	12.9 MB
04. Single layer neural networks.html	8.1 KB
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.en.vtt	10.7 KB
05. PyTorch V2 Part 1 Solution V1-mNJ8CujTtpo.mp4	16.4 MB
05. Single layer neural networks solution.html	8.1 KB
06. Networks Using Matrix Multiplication.html	8.1 KB
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.en.vtt	4.6 KB
06. PyTorch V2 Part 1 Solution 2 V1-QLaGMz8Ca3E.mp4	6.9 MB
07. Multilayer Networks Solution.html	7.5 KB
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.en.vtt	4.6 KB
07. PyTorch V2 Part 1 Solution 3 V1-iMIo9p5iSbE.mp4	6.2 MB
08. Neural Networks in PyTorch.html	8.0 KB
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.en.vtt	6.0 KB
08. PyTorch V2 Part 2 V1-CSQOdOb2mlg.mp4	10.5 MB
09. Neural Networks Solution.html	8.0 KB
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.en.vtt	7.7 KB
09. PyTorch V2 Part 2 Solution V1-zym36ihtOMY.mp4	9.2 MB
10. Implementing Softmax Solution.html	8.1 KB
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.en.vtt	12.4 KB
10. PyTorch V2 Part 2 Solution 2 V1-8KRX7HvqfP0.mp4	17.5 MB
11. Network Architectures in PyTorch.html	8.1 KB
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.en.vtt	15.6 KB
11. PyTorch V2 Part 3 V1-9ILiZwbi9dA.mp4	19.7 MB
12. Network Architectures Solution.html	8.2 KB
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.en.vtt	15.7 KB
12. PyTorch V2 Part 3 Solution V2-zBWlOeX2sQM.mp4	22.3 MB
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.en.vtt	2.8 KB
13. PyTorch V2 Part 3 Solution 2 V1-ExyFG2MjsKs.mp4	3.7 MB
13. Training a Network Solution.html	7.5 KB
14. Classifying Fashion-MNIST.html	8.2 KB
14. PyTorch - Part 4-AEJV_RKZ7VU.en.vtt	2.3 KB
14. PyTorch - Part 4-AEJV_RKZ7VU.mp4	3.5 MB
14. PyTorch - Part 4-AEJV_RKZ7VU.pt-BR.vtt	2.2 KB
14. PyTorch - Part 4-AEJV_RKZ7VU.zh-CN.vtt	2.0 KB
15. Fashion-MNIST Solution.html	7.5 KB
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.en.vtt	6.3 KB
15. PyTorch V2 Part 4 Solution V1-R6Y4hPLVQWM.mp4	8.6 MB
16. Inference and Validation.html	8.0 KB
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.en.vtt	9.1 KB
16. PyTorch V2 Part 5 V1 (1)-XACXlkIdS7Y.mp4	13.4 MB
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.en.vtt	7.6 KB
17. PyTorch V2 Part 5 Solution V1-AjrXltxqsK4.mp4	16.6 MB
17. Validation Solution.html	7.5 KB
18. Dropout Solution.html	7.5 KB
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.en.vtt	2.1 KB
18. PyTorch V2 Part 5 Solution 2 V1-3Py2SbtZLbc.mp4	2.9 MB
19. PyTorch - Part 6-3ZJfo2bR-uw.en.vtt	9.6 KB
19. PyTorch - Part 6-3ZJfo2bR-uw.mp4	15.7 MB
19. PyTorch - Part 6-3ZJfo2bR-uw.pt-BR.vtt	10.0 KB
19. PyTorch - Part 6-3ZJfo2bR-uw.zh-CN.vtt	8.1 KB
19. Saving and Loading Models.html	7.7 KB
20. Loading Image Data.html	7.7 KB
20. PyTorch - Part 7-hFu7GTfRWks.en.vtt	10.9 KB
20. PyTorch - Part 7-hFu7GTfRWks.mp4	15.3 MB
20. PyTorch - Part 7-hFu7GTfRWks.pt-BR.vtt	11.1 KB
20. PyTorch - Part 7-hFu7GTfRWks.zh-CN.vtt	8.8 KB
21. Loading Image Data Solution.html	7.5 KB
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.en.vtt	4.6 KB
21. PyTorch V2 Part 7 Solution V1-d_NhvI1yEf0.mp4	7.1 MB
22. Pre-Notebook with GPU.html	8.0 KB
23. Notebook Workspace w GPU.html	8.1 KB
24. PyTorch - Part 8-S9F7MtJ5jls.en.vtt	17.2 KB
24. PyTorch - Part 8-S9F7MtJ5jls.mp4	30.9 MB
24. PyTorch - Part 8-S9F7MtJ5jls.pt-BR.vtt	17.0 KB
24. PyTorch - Part 8-S9F7MtJ5jls.zh-CN.vtt	13.5 KB
24. Transfer Learning.html	7.7 KB
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.en.vtt	13.8 KB
25. PyTorch V2 Part 8 Solution V1-4n6T93hKRD4.mp4	18.3 MB
25. Transfer Learning Solution.html	7.5 KB
26. Tips, Tricks, and Other Notes.html	8.7 KB
How you can help Team-FTU.txt	0.2 KB
index.html	5.8 KB
/img/
mat-headshot.png	184.3 KB
/Part 02-Module 02-Lesson 03_Recurrent Neural Networks/
01. Intro to RNNs.html	8.0 KB
02. RNN Vs LSTM-70MgF-IwAr8.en.vtt	4.8 KB
02. RNN Vs LSTM-70MgF-IwAr8.mp4	3.8 MB
02. RNN Vs LSTM-70MgF-IwAr8.pt-BR.vtt	4.3 KB
02. RNN Vs LSTM-70MgF-IwAr8.zh-CN.vtt	4.3 KB
02. RNN vs LSTM.html	6.8 KB
03. Basics of LSTM.html	6.8 KB
03. LSTM Basics-gjb68a4XsqE.en.vtt	5.3 KB
03. LSTM Basics-gjb68a4XsqE.mp4	4.2 MB
03. LSTM Basics-gjb68a4XsqE.pt-BR.vtt	5.2 KB
03. LSTM Basics-gjb68a4XsqE.zh-CN.vtt	4.7 KB
04. Architecture of LSTM.html	6.8 KB
04. LSTM Architecture-ycwthhdx8ws.en.vtt	1.5 KB
04. LSTM Architecture-ycwthhdx8ws.mp4	1.1 MB
04. LSTM Architecture-ycwthhdx8ws.pt-BR.vtt	1.5 KB
04. LSTM Architecture-ycwthhdx8ws.zh-CN.vtt	1.4 KB
05. Learn Gate-aVHVI7ovbHY.en.vtt	2.7 KB
05. Learn Gate-aVHVI7ovbHY.mp4	2.3 MB
05. Learn Gate-aVHVI7ovbHY.pt-BR.vtt	2.7 KB
05. Learn Gate-aVHVI7ovbHY.zh-CN.vtt	2.6 KB
05. The Learn Gate.html	7.4 KB
06. Forget Gate-iWxpfxLUPSU.en.vtt	1.3 KB
06. Forget Gate-iWxpfxLUPSU.mp4	1.1 MB
06. Forget Gate-iWxpfxLUPSU.pt-BR.vtt	1.4 KB
06. Forget Gate-iWxpfxLUPSU.zh-CN.vtt	1.1 KB
06. The Forget Gate.html	7.3 KB
07. Remember Gate-0qlm86HaXuU.en.vtt	0.7 KB
07. Remember Gate-0qlm86HaXuU.mp4	693.2 KB
07. Remember Gate-0qlm86HaXuU.pt-BR.vtt	0.7 KB
07. Remember Gate-0qlm86HaXuU.zh-CN.vtt	0.6 KB
07. The Remember Gate.html	7.2 KB
08. LSTM 7 Use Gate-5Ifolm1jTdY.en.vtt	1.8 KB
08. LSTM 7 Use Gate-5Ifolm1jTdY.mp4	1.6 MB
08. LSTM 7 Use Gate-5Ifolm1jTdY.pt-BR.vtt	1.8 KB
08. LSTM 7 Use Gate-5Ifolm1jTdY.zh-CN.vtt	1.5 KB
08. The Use Gate.html	7.4 KB
09. Putting It All Together-IF8FlKW-Zo0.en.vtt	2.5 KB
09. Putting It All Together-IF8FlKW-Zo0.mp4	1.7 MB
09. Putting It All Together-IF8FlKW-Zo0.pt-BR.vtt	2.4 KB
09. Putting It All Together-IF8FlKW-Zo0.zh-CN.vtt	2.2 KB
09. Putting it All Together.html	6.9 KB
10. Other Architectures-MsxFDuYlTuQ.en.vtt	2.4 KB
10. Other Architectures-MsxFDuYlTuQ.mp4	1.8 MB
10. Other Architectures-MsxFDuYlTuQ.pt-BR.vtt	2.5 KB
10. Other Architectures-MsxFDuYlTuQ.zh-CN.vtt	2.1 KB
10. Other architectures.html	7.3 KB
11. Implementing RNNs.html	7.3 KB
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.en.vtt	11.1 KB
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.mp4	15.5 MB
12. 02 Time Series Prediction V2-xV5jHLFfJbQ.pt-BR.vtt	10.7 KB
12. Time-Series Prediction.html	7.6 KB
13. 03 Training Memory V1-sx7T_KP5v9I.en.vtt	8.0 KB
13. 03 Training Memory V1-sx7T_KP5v9I.mp4	10.0 MB
13. 03 Training Memory V1-sx7T_KP5v9I.pt-BR.vtt	7.6 KB
13. Training Memory.html	8.8 KB
14. Character-Wise RNN-dXl3eWCGLdU.en.vtt	3.4 KB
14. Character-Wise RNN-dXl3eWCGLdU.mp4	3.0 MB
14. Character-Wise RNN-dXl3eWCGLdU.pt-BR.vtt	3.7 KB
14. Character-Wise RNN-dXl3eWCGLdU.zh-CN.vtt	3.1 KB
14. Character-wise RNNs.html	6.8 KB
15. Sequence Batching.html	6.8 KB
15. Sequence-Batching-Z4OiyU0Cldg.en.vtt	2.1 KB
15. Sequence-Batching-Z4OiyU0Cldg.mp4	2.4 MB
15. Sequence-Batching-Z4OiyU0Cldg.pt-BR.vtt	2.4 KB
15. Sequence-Batching-Z4OiyU0Cldg.zh-CN.vtt	2.0 KB
16. Notebook Character-Level RNN.html	8.8 KB
17. 04 Implementing CharRNN V2-MMtgZXzFB10.en.vtt	11.8 KB
17. 04 Implementing CharRNN V2-MMtgZXzFB10.mp4	16.5 MB
17. 04 Implementing CharRNN V2-MMtgZXzFB10.pt-BR.vtt	11.0 KB
17. Implementing a Char-RNN.html	7.1 KB
18. 05 Batching Data V1-9Eg0wf3eW-k.en.vtt	5.3 KB
18. 05 Batching Data V1-9Eg0wf3eW-k.mp4	6.1 MB
18. 05 Batching Data V1-9Eg0wf3eW-k.pt-BR.vtt	5.0 KB
18. Batching Data, Solution.html	6.7 KB
19. 06 Defining Model V2-_LWzyqq4hCY.en.vtt	5.9 KB
19. 06 Defining Model V2-_LWzyqq4hCY.mp4	9.5 MB
19. 06 Defining Model V2-_LWzyqq4hCY.pt-BR.vtt	6.1 KB
19. Defining the Model.html	7.2 KB
20. 07 CharRNN Solution V1-ed33qePHrJM.en.vtt	11.7 KB
20. 07 CharRNN Solution V1-ed33qePHrJM.mp4	19.2 MB
20. 07 CharRNN Solution V1-ed33qePHrJM.pt-BR.vtt	11.4 KB
20. Char-RNN, Solution.html	8.6 KB
21. 08 Making Predictions V3-BhrpV3kwATo.en.vtt	9.0 KB
21. 08 Making Predictions V3-BhrpV3kwATo.mp4	13.0 MB
21. 08 Making Predictions V3-BhrpV3kwATo.pt-BR.vtt	9.1 KB
21. Making Predictions.html	7.7 KB
How you can help Team-FTU.txt	0.2 KB
index.html	5.1 KB
/img/
cezanne-head.jpg	61.0 KB
meme.png	214.1 KB
screen-shot-2017-11-16-at-4.26.22-pm.png	42.2 KB
screen-shot-2017-11-16-at-4.27.58-pm.png	28.4 KB
screen-shot-2017-11-16-at-4.31.41-pm.png	46.0 KB
screen-shot-2018-10-15-at-8.35.15-pm.png	122.8 KB
/Part 02-Module 02-Lesson 04_Training Neural Networks/
01. Instructor.html	6.3 KB
02. Training Optimization-UiGKhx9pUYc.en.vtt	0.8 KB
02. Training Optimization-UiGKhx9pUYc.mp4	3.1 MB
02. Training Optimization-UiGKhx9pUYc.pt-BR.vtt	0.9 KB
02. Training Optimization-UiGKhx9pUYc.zh-CN.vtt	0.8 KB
02. Training Optimization.html	6.3 KB
03. Testing-EeBZpb-PSac.en.vtt	2.5 KB
03. Testing-EeBZpb-PSac.mp4	2.1 MB
03. Testing-EeBZpb-PSac.pt-BR.vtt	2.4 KB
03. Testing-EeBZpb-PSac.zh-CN.vtt	2.0 KB
03. Testing.html	6.2 KB
04. Overfitting and Underfitting.html	6.4 KB
04. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt	7.7 KB
04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4	6.7 MB
04. Underfitting And Overfitting-xj4PlXMsN-Y.pt-BR.vtt	8.3 KB
04. Underfitting And Overfitting-xj4PlXMsN-Y.zh-CN.vtt	6.7 KB
05. Early Stopping.html	6.3 KB
05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt	5.4 KB
05. Model Complexity Graph-NnS0FJyVcDQ.mp4	5.1 MB
05. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt	5.7 KB
05. Model Complexity Graph-NnS0FJyVcDQ.zh-CN.vtt	4.8 KB
06. DL 53 Q Regularization-KxROxcRsHL8.en.vtt	1.2 KB
06. DL 53 Q Regularization-KxROxcRsHL8.mp4	1.1 MB
06. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt	1.2 KB
06. DL 53 Q Regularization-KxROxcRsHL8.zh-CN.vtt	1.0 KB
06. Regularization.html	7.4 KB
07. Regularization 2.html	6.3 KB
07. Regularization-ndYnUrx8xvs.en.vtt	8.3 KB
07. Regularization-ndYnUrx8xvs.mp4	7.9 MB
07. Regularization-ndYnUrx8xvs.pt-BR.vtt	9.0 KB
07. Regularization-ndYnUrx8xvs.zh-CN.vtt	7.1 KB
08. Dropout-Ty6K6YiGdBs.en.vtt	4.8 KB
08. Dropout-Ty6K6YiGdBs.mp4	4.4 MB
08. Dropout-Ty6K6YiGdBs.pt-BR.vtt	4.8 KB
08. Dropout-Ty6K6YiGdBs.zh-CN.vtt	4.2 KB
08. Dropout.html	6.2 KB
09. Local Minima-gF_sW_nY-xw.en.vtt	1.2 KB
09. Local Minima-gF_sW_nY-xw.mp4	839.5 KB
09. Local Minima-gF_sW_nY-xw.pt-BR.vtt	1.1 KB
09. Local Minima-gF_sW_nY-xw.zh-CN.vtt	1.0 KB
09. Local Minima.html	6.3 KB
10. Random Restart-idyBBCzXiqg.en.vtt	0.5 KB
10. Random Restart-idyBBCzXiqg.mp4	404.5 KB
10. Random Restart-idyBBCzXiqg.pt-BR.vtt	0.5 KB
10. Random Restart-idyBBCzXiqg.zh-CN.vtt	0.4 KB
10. Random Restart.html	6.3 KB
11. Vanishing Gradient-W_JJm_5syFw.en.vtt	1.5 KB
11. Vanishing Gradient-W_JJm_5syFw.mp4	1.4 MB
11. Vanishing Gradient-W_JJm_5syFw.pt-BR.vtt	1.6 KB
11. Vanishing Gradient-W_JJm_5syFw.zh-CN.vtt	1.3 KB
11. Vanishing Gradient.html	6.3 KB
12. Other Activation Functions-kA-1vUt6cvQ.en.vtt	2.7 KB
12. Other Activation Functions-kA-1vUt6cvQ.mp4	2.4 MB
12. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt	2.6 KB
12. Other Activation Functions-kA-1vUt6cvQ.zh-CN.vtt	2.4 KB
12. Other Activation Functions.html	6.7 KB
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt	4.8 KB
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.mp4	4.1 MB
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt	4.7 KB
13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.zh-CN.vtt	4.2 KB
13. Batch vs Stochastic Gradient Descent.html	6.4 KB
14. Learning Rate Decay.html	6.3 KB
14. Learning Rate-TwJ8aSZoh2U.en.vtt	1.1 KB
14. Learning Rate-TwJ8aSZoh2U.mp4	949.3 KB
14. Learning Rate-TwJ8aSZoh2U.pt-BR.vtt	1.3 KB
14. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt	1.0 KB
15. Momentum-r-rYz_PEWC8.en.vtt	2.6 KB
15. Momentum-r-rYz_PEWC8.mp4	2.2 MB
15. Momentum-r-rYz_PEWC8.pt-BR.vtt	2.8 KB
15. Momentum-r-rYz_PEWC8.zh-CN.vtt	2.3 KB
15. Momentum.html	6.2 KB
16. Error Functions Around the World-34AAcTECu2A.en.vtt	1.2 KB
16. Error Functions Around the World-34AAcTECu2A.mp4	1.8 MB
16. Error Functions Around the World-34AAcTECu2A.pt-BR.vtt	1.1 KB
16. Error Functions Around the World-34AAcTECu2A.zh-CN.vtt	1.2 KB
16. Error Functions Around the World.html	6.4 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.7 KB
/img/
regularization-quiz.png	90.0 KB
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/Part 02-Module 02-Lesson 05_Embeddings Word2Vec/
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.en.vtt	2.9 KB
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.mp4	5.4 MB
01. M4L51 HSA Word Embeddings V3 RENDER V1-ZsLhh1mly9k.pt-BR.vtt	3.1 KB
01. Word Embeddings.html	6.5 KB
02. Embedding Weight MatrixLookup Table.html	6.5 KB
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.en.vtt	4.6 KB
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.mp4	6.3 MB
02. M4L52 HSA Embedding Weight Matrix V3 RENDER V2-KVCcG5v8fi0.pt-BR.vtt	4.7 KB
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.en.vtt	7.0 KB
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.mp4	7.5 MB
03. 3 Word2Vec Notebook V2-4cWzv3YiF_w.pt-BR.vtt	7.2 KB
03. Word2Vec Notebook.html	6.7 KB
04. Pre-Notebook Word2Vec, SkipGram.html	8.7 KB
05. Notebook Word2Vec, SkipGram.html	6.9 KB
06. 4 Data Subsampling V1-7SJXv2BQzZA.en.vtt	10.8 KB
06. 4 Data Subsampling V1-7SJXv2BQzZA.mp4	15.4 MB
06. 4 Data Subsampling V1-7SJXv2BQzZA.pt-BR.vtt	10.5 KB
06. Data Subsampling.html	8.3 KB
07. 5 Subsampling Solution V1-YXruURuFD7g.en.vtt	2.9 KB
07. 5 Subsampling Solution V1-YXruURuFD7g.mp4	3.6 MB
07. 5 Subsampling Solution V1-YXruURuFD7g.pt-BR.vtt	3.1 KB
07. Subsampling Solution.html	6.4 KB
08. 6 Defining Context Targets V1-DJN9MzD7ctY.en.vtt	4.6 KB
08. 6 Defining Context Targets V1-DJN9MzD7ctY.mp4	5.9 MB
08. 6 Defining Context Targets V1-DJN9MzD7ctY.pt-BR.vtt	4.5 KB
08. Context Word Targets.html	7.8 KB
09. 7 Batching Data Solution V1-nu2rjLzt1HI.en.vtt	5.4 KB
09. 7 Batching Data Solution V1-nu2rjLzt1HI.mp4	6.4 MB
09. 7 Batching Data Solution V1-nu2rjLzt1HI.pt-BR.vtt	5.3 KB
09. Batching Data, Solution.html	6.4 KB
10. 8 Word2vec Model V2-7BEYWhym8lI.en.vtt	11.1 KB
10. 8 Word2vec Model V2-7BEYWhym8lI.mp4	11.9 MB
10. 8 Word2vec Model V2-7BEYWhym8lI.pt-BR.vtt	10.5 KB
10. Word2Vec Model.html	6.4 KB
11. 9 Model Validation Loss V2-GKDCq8J76tM.en.vtt	9.0 KB
11. 9 Model Validation Loss V2-GKDCq8J76tM.mp4	14.3 MB
11. 9 Model Validation Loss V2-GKDCq8J76tM.pt-BR.vtt	8.5 KB
11. Model Validations.html	6.4 KB
12. 10 NegativeSampling V1-gnCwdegYNsQ.en.vtt	7.2 KB
12. 10 NegativeSampling V1-gnCwdegYNsQ.mp4	10.0 MB
12. 10 NegativeSampling V1-gnCwdegYNsQ.pt-BR.vtt	7.6 KB
12. Negative Sampling.html	6.4 KB
13. Pre-Notebook Negative Sampling.html	8.6 KB
14. Notebook Negative Sampling.html	6.9 KB
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.en.vtt	4.0 KB
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.mp4	4.9 MB
15. 11 SkipGram Negative V1-e7ZrzpyXNDs.pt-BR.vtt	3.8 KB
15. SkipGramNeg, Model Definition.html	6.4 KB
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.en.vtt	10.6 KB
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.mp4	15.0 MB
16. 12 CompleteModel CustomLoss V2-7SqNN_eUAdc.pt-BR.vtt	10.7 KB
16. Complete Model Custom Loss.html	6.7 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.9 KB
/Part 02-Module 02-Lesson 06_Sentiment Prediction RNN/
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.en.vtt	2.2 KB
01. 1 SentimentRNN Intro V1-bQWUuaMc9ZI.mp4	2.3 MB
01. Sentiment RNN, Introduction.html	6.0 KB
02. Pre-Notebook Sentiment RNN.html	8.3 KB
03. Notebook Sentiment RNN.html	6.7 KB
04. 3 Data PreProcessing V1-Xw1MWmql7no.en.vtt	7.1 KB
04. 3 Data PreProcessing V1-Xw1MWmql7no.mp4	10.6 MB
04. Data Pre-Processing.html	6.0 KB
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.en.vtt	4.9 KB
05. 4 EncodingWords Sol V1-4RYyn3zv1Hg.mp4	6.8 MB
05. Encoding Words, Solution.html	6.0 KB
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.en.vtt	3.7 KB
06. 5 GettingRid ZeroLength V1-Hs6ithuvDJg.mp4	4.8 MB
06. Getting Rid of Zero-Length.html	6.0 KB
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.en.vtt	4.7 KB
07. 6 Cleaning And Padding V1-UgPo1_cq-0g.mp4	6.7 MB
07. Cleaning Padding Data.html	6.0 KB
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.en.vtt	5.2 KB
08. 7 PaddedFeatures Sol V1-sYOd1IDmep8.mp4	5.7 MB
08. Padded Features, Solution.html	6.0 KB
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.en.vtt	6.8 KB
09. 8 TensorDataset Batching V1-Oxuf2QIPjj4.mp4	9.5 MB
09. TensorDataset Batching Data.html	7.2 KB
10. 9 DefiningModel V1-SpvIZl1YQRI.en.vtt	5.2 KB
10. 9 DefiningModel V1-SpvIZl1YQRI.mp4	5.9 MB
10. Defining the Model.html	6.0 KB
11. Complete Sentiment RNN.html	12.5 KB
12. Training the Model.html	12.8 KB
13. Testing.html	10.1 KB
14. Inference, Solution.html	12.9 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.7 KB
/img/
dancing-beemo.gif	325.8 KB
screen-shot-2018-11-05-at-11.33.57-am.png	157.6 KB
screen-shot-2018-11-06-at-2.30.04-pm.png	77.8 KB
screen-shot-2018-11-06-at-2.48.40-pm.png	59.4 KB
/Part 02-Module 02-Lesson 07_Project 6 Sentiment Analysis with Neural Networks/
01. Coming Soon!.html	4.8 KB
How you can help Team-FTU.txt	0.2 KB
index.html	3.6 KB
/Part 02-Module 03-Lesson 01_Coming Soon!/
01. Coming Soon!.html	5.3 KB
How you can help Team-FTU.txt	0.2 KB
index.html	3.9 KB
Project Description - Project 7 Combine Signals for Enhanced Alpha.html	4.7 KB
Project Rubric - Project 7 Combine Signals for Enhanced Alpha.html	4.6 KB
/Part 02-Module 04-Lesson 01_Coming soon!/
01. Coming soon!.html	5.2 KB
How you can help Team-FTU.txt	0.2 KB
index.html	3.8 KB
Project Description - Project 8 Backtesting.html	4.5 KB
Project Rubric - Project 8 Backtesting.html	4.5 KB
/Part 03-Module 01-Lesson 01_Why Python Programming/
01. Instructor.html	5.3 KB
02. L1 01 Intro V3-yyNtiUyI5Tw.ar.vtt	1.0 KB
02. L1 01 Intro V3-yyNtiUyI5Tw.en.vtt	0.8 KB
02. L1 01 Intro V3-yyNtiUyI5Tw.mp4	5.5 MB
02. L1 01 Intro V3-yyNtiUyI5Tw.pt-BR.vtt	1.0 KB
02. L1 01 Intro V3-yyNtiUyI5Tw.zh-CN.vtt	0.7 KB
02. Welcome to the Course!.html	6.0 KB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.ar.vtt	1.7 KB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.en.vtt	1.2 KB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4	4.2 MB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.pt-BR.vtt	1.4 KB
03. L1 03 Programming In Python V4-O1cTNYAjeeg.zh-CN.vtt	1.1 KB
03. Programming in Python.html	5.7 KB
04. Course Overview.html	6.6 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.ar.vtt	3.5 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.en.vtt	2.5 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4	8.8 MB
04. L1 02 Course Overview V4-vFxXSIV5cHM.pt-BR.vtt	2.9 KB
04. L1 02 Course Overview V4-vFxXSIV5cHM.zh-CN.vtt	2.2 KB
How you can help Team-FTU.txt	0.2 KB
index.html	3.8 KB
/img/
screen-shot-2018-03-19-at-2.30.59-pm.png	519.6 KB
/Part 03-Module 01-Lesson 02_Data Types and Operators/
01. Introduction-4F7SC0C6tfQ.ar.vtt	3.1 KB
01. Introduction-4F7SC0C6tfQ.en.vtt	2.4 KB
01. Introduction-4F7SC0C6tfQ.mp4	13.9 MB
01. Introduction-4F7SC0C6tfQ.pt-BR.vtt	2.8 KB
01. Introduction-4F7SC0C6tfQ.zh-CN.vtt	2.2 KB
01. Introduction.html	9.9 KB
02. Arithmetic Operators-M8TIOK2P2yw.ar.vtt	4.8 KB
02. Arithmetic Operators-M8TIOK2P2yw.en.vtt	3.5 KB
02. Arithmetic Operators-M8TIOK2P2yw.mp4	11.6 MB
02. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt	3.8 KB
02. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt	3.0 KB
02. Arithmetic Operators.html	10.4 KB
03. Quiz Arithmetic Operators.html	12.8 KB
04. Solution Arithmetic Operators.html	9.5 KB
05. Assignment Operators-p_qfzL-x3Cs.ar.vtt	2.5 KB
05. Assignment Operators-p_qfzL-x3Cs.en.vtt	1.8 KB
05. Assignment Operators-p_qfzL-x3Cs.mp4	10.6 MB
05. Assignment Operators-p_qfzL-x3Cs.pt-BR.vtt	2.1 KB
05. Assignment Operators-p_qfzL-x3Cs.zh-CN.vtt	1.6 KB
05. L2 04b Variables II V3-4IJqbP8vi6A.ar.vtt	3.4 KB
05. L2 04b Variables II V3-4IJqbP8vi6A.en.vtt	2.5 KB
05. L2 04b Variables II V3-4IJqbP8vi6A.mp4	17.6 MB
05. L2 04b Variables II V3-4IJqbP8vi6A.pt-BR.vtt	2.9 KB
05. L2 04b Variables II V3-4IJqbP8vi6A.zh-CN.vtt	2.2 KB
05. Variables and Assignment Operators.html	14.9 KB
05. Variables-7pxpUot4x0w.ar.vtt	2.9 KB
05. Variables-7pxpUot4x0w.en.vtt	2.1 KB
05. Variables-7pxpUot4x0w.mp4	16.1 MB
05. Variables-7pxpUot4x0w.pt-BR.vtt	2.5 KB
05. Variables-7pxpUot4x0w.zh-CN.vtt	1.8 KB
06. Quiz Variables and Assignment Operators.html	14.4 KB
07. Solution Variables and Assignment Operators.html	11.3 KB
08. Integers and Floats.html	12.9 KB
08. Números inteiros e floats-MiJ1vfWp-Ts.ar.vtt	6.8 KB
08. Números inteiros e floats-MiJ1vfWp-Ts.en.vtt	4.9 KB
08. Números inteiros e floats-MiJ1vfWp-Ts.mp4	16.2 MB
08. Números inteiros e floats-MiJ1vfWp-Ts.pt-BR.vtt	5.1 KB
08. Números inteiros e floats-MiJ1vfWp-Ts.zh-CN.vtt	4.4 KB
08. Whitespace-UxkIwcOczQQ.ar.vtt	4.1 KB
08. Whitespace-UxkIwcOczQQ.en.vtt	3.1 KB
08. Whitespace-UxkIwcOczQQ.mp4	22.0 MB
08. Whitespace-UxkIwcOczQQ.pt-BR.vtt	3.3 KB
08. Whitespace-UxkIwcOczQQ.zh-CN.vtt	2.7 KB
09. Quiz Integers and Floats.html	12.4 KB
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.ar.vtt	4.2 KB
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.en.vtt	2.9 KB
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4	22.7 MB
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.pt-BR.vtt	3.4 KB
10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.zh-CN.vtt	2.5 KB
10. Booleans, Comparison Operators, and Logical Operators.html	11.7 KB
11. Quiz Booleans, Comparison Operators, and Logical Operators.html	11.6 KB
12. Solution Booleans, Comparison and Logical Operators.html	9.5 KB
13. Strings-ySZDrs-nNqg.ar.vtt	7.4 KB
13. Strings-ySZDrs-nNqg.en.vtt	5.3 KB
13. Strings-ySZDrs-nNqg.mp4	18.1 MB
13. Strings-ySZDrs-nNqg.pt-BR.vtt	5.7 KB
13. Strings-ySZDrs-nNqg.zh-CN.vtt	4.9 KB
13. Strings.html	12.4 KB
14. Quiz Strings.html	16.0 KB
15. Solution Strings.html	9.8 KB
16. Type Type Conversion-yN6Fam_vZrU.ar.vtt	4.5 KB
16. Type Type Conversion-yN6Fam_vZrU.en.vtt	3.3 KB
16. Type Type Conversion-yN6Fam_vZrU.mp4	9.9 MB
16. Type Type Conversion-yN6Fam_vZrU.pt-BR.vtt	3.8 KB
16. Type Type Conversion-yN6Fam_vZrU.zh-CN.vtt	3.0 KB
16. Type and Type Conversion.html	10.6 KB
17. Quiz Type and Type Conversion.html	16.2 KB
18. Solution Type and Type Conversion.html	9.3 KB
19. String Methods-Bv7CAxVOONs.ar.vtt	4.7 KB
19. String Methods-Bv7CAxVOONs.en.vtt	3.5 KB
19. String Methods-Bv7CAxVOONs.mp4	24.9 MB
19. String Methods-Bv7CAxVOONs.pt-BR.vtt	3.7 KB
19. String Methods-Bv7CAxVOONs.zh-CN.vtt	3.1 KB
19. String Methods.html	13.4 KB
20. String Methods.html	13.0 KB
21. Another String Method - Split.html	10.9 KB
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4	5.1 MB
22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.pt-BR.vtt	2.4 KB
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4	6.4 MB
22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.pt-BR.vtt	3.0 KB
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4	5.9 MB
22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.pt-BR.vtt	4.4 KB
22. Lists and Membership Operators.html	15.9 KB
23. Quiz Lists and Membership Operators.html	14.7 KB
24. Solution List and Membership Operators.html	10.7 KB
25. L2 05 Lists Methods V1-WXkPm4rv6ng.en.vtt	2.2 KB
25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4	5.5 MB
25. L2 05 Lists Methods V1-WXkPm4rv6ng.pt-BR.vtt	2.3 KB
25. L2 05 Lists Methods V1-WXkPm4rv6ng.zh-CN.vtt	1.9 KB
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.en.vtt	4.7 KB
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4	14.0 MB
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.pt-BR.vtt	4.6 KB
25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.zh-CN.vtt	3.9 KB
25. List Methods.html	13.3 KB
26. Quiz List Methods.html	14.5 KB
27. L2 04 Tuples V3-33xN-AbTMoc.en.vtt	2.4 KB
27. L2 04 Tuples V3-33xN-AbTMoc.mp4	4.2 MB
27. L2 04 Tuples V3-33xN-AbTMoc.pt-BR.vtt	2.8 KB
27. L2 04 Tuples V3-33xN-AbTMoc.zh-CN.vtt	2.1 KB
27. Tuples.html	11.0 KB
28. Quiz Tuples.html	14.0 KB
29. L2 03 Sets V2-eIHNFgTFfnA.en.vtt	2.3 KB
29. L2 03 Sets V2-eIHNFgTFfnA.mp4	6.2 MB
29. L2 03 Sets V2-eIHNFgTFfnA.pt-BR.vtt	2.7 KB
29. L2 03 Sets V2-eIHNFgTFfnA.zh-CN.vtt	2.2 KB
29. Sets.html	10.8 KB
30. Quiz Sets.html	12.3 KB
31. Dictionaries and Identity Operators.html	12.0 KB
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.en.vtt	3.5 KB
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4	11.2 MB
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.pt-BR.vtt	3.9 KB
31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.zh-CN.vtt	2.8 KB
32. Quiz Dictionaries and Identity Operators.html	16.4 KB
33. Solution Dictionaries and Identity Operators.html	9.5 KB
34. Quiz More With Dictionaries.html	14.0 KB
35. Compound Data Structures.html	11.0 KB
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.en.vtt	1.3 KB
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4	4.4 MB
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.pt-BR.vtt	1.6 KB
35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.zh-CN.vtt	1.1 KB
36. Quiz Compound Data Structures.html	15.5 KB
37. Solution Compound Data Structions.html	9.5 KB
38. Conclusion-LLEZadlXM8A.ar.vtt	0.5 KB
38. Conclusion-LLEZadlXM8A.en.vtt	0.4 KB
38. Conclusion-LLEZadlXM8A.mp4	2.7 MB
38. Conclusion-LLEZadlXM8A.pt-BR.vtt	0.4 KB
38. Conclusion-LLEZadlXM8A.zh-CN.vtt	0.4 KB
38. Conclusion.html	9.3 KB
39. Summary.html	15.0 KB
How you can help Team-FTU.txt	0.2 KB
index.html	7.1 KB
/img/
screen-shot-2018-01-30-at-4.39.42-pm.png	97.8 KB
screen-shot-2018-01-30-at-5.14.39-pm.png	225.6 KB
screen-shot-2018-02-01-at-12.10.40-am.png	48.7 KB
screen-shot-2018-02-10-at-8.59.39-pm.png	322.0 KB
screen-shot-2018-02-10-at-9.00.30-pm.png	303.0 KB
screen-shot-2018-05-11-at-11.03.34-am.png	154.6 KB
/Part 03-Module 01-Lesson 03_Control Flow/
01. Introduction-eUrvACMMJ5w.ar.vtt	1.4 KB
01. Introduction-eUrvACMMJ5w.en.vtt	0.9 KB
01. Introduction-eUrvACMMJ5w.mp4	6.2 MB
01. Introduction-eUrvACMMJ5w.pt-BR.vtt	1.1 KB
01. Introduction-eUrvACMMJ5w.zh-CN.vtt	0.9 KB
01. Introduction.html	9.2 KB
02. Conditional Statements.html	16.9 KB
02. If Elif and Else-KZubH5XT0eU.ar.vtt	4.2 KB
02. If Elif and Else-KZubH5XT0eU.en.vtt	2.9 KB
02. If Elif and Else-KZubH5XT0eU.mp4	19.2 MB
02. If Elif and Else-KZubH5XT0eU.pt-BR.vtt	3.3 KB
02. If Elif and Else-KZubH5XT0eU.zh-CN.vtt	2.6 KB
02. If Statements-jWiIUMrwPqA.ar.vtt	4.1 KB
02. If Statements-jWiIUMrwPqA.en.vtt	2.8 KB
02. If Statements-jWiIUMrwPqA.mp4	17.8 MB
02. If Statements-jWiIUMrwPqA.pt-BR.vtt	3.2 KB
02. If Statements-jWiIUMrwPqA.zh-CN.vtt	2.4 KB
02. Indentation-G8qUNOTHtrM.ar.vtt	1.6 KB
02. Indentation-G8qUNOTHtrM.en.vtt	1.1 KB
02. Indentation-G8qUNOTHtrM.mp4	8.0 MB
02. Indentation-G8qUNOTHtrM.pt-BR.vtt	1.3 KB
02. Indentation-G8qUNOTHtrM.zh-CN.vtt	1.0 KB
03. Practice Conditional Statements.html	10.4 KB
04. Solution Conditional Statements.html	10.2 KB
05. Quiz Conditional Statements.html	12.4 KB
06. Solution Conditional Statements.html	9.8 KB
07. Boolean Expressions for Conditions.html	15.5 KB
07. Complex Boolean Expressions-gWmIKWgzFqI.ar.vtt	3.2 KB
07. Complex Boolean Expressions-gWmIKWgzFqI.en.vtt	2.4 KB
07. Complex Boolean Expressions-gWmIKWgzFqI.mp4	15.8 MB
07. Complex Boolean Expressions-gWmIKWgzFqI.pt-BR.vtt	2.5 KB
07. Complex Boolean Expressions-gWmIKWgzFqI.zh-CN.vtt	2.2 KB
07. Good And Bad Examples-95oLh3WtdhY.ar.vtt	4.2 KB
07. Good And Bad Examples-95oLh3WtdhY.en.vtt	3.0 KB
07. Good And Bad Examples-95oLh3WtdhY.mp4	20.9 MB
07. Good And Bad Examples-95oLh3WtdhY.pt-BR.vtt	3.4 KB
07. Good And Bad Examples-95oLh3WtdhY.zh-CN.vtt	2.6 KB
07. Truth Value Testing-e52uw7ejV8k.ar.vtt	2.7 KB
07. Truth Value Testing-e52uw7ejV8k.en.vtt	1.8 KB
07. Truth Value Testing-e52uw7ejV8k.mp4	13.4 MB
07. Truth Value Testing-e52uw7ejV8k.pt-BR.vtt	2.1 KB
07. Truth Value Testing-e52uw7ejV8k.zh-CN.vtt	1.6 KB
08. Quiz Boolean Expressions for Conditions.html	17.3 KB
09. Solution Boolean Expressions for Conditions.html	11.5 KB
10. For Loops-UtX0PXSUCdY.ar.vtt	10.0 KB
10. For Loops-UtX0PXSUCdY.en.vtt	6.9 KB
10. For Loops-UtX0PXSUCdY.mp4	19.3 MB
10. For Loops-UtX0PXSUCdY.pt-BR.vtt	7.5 KB
10. For Loops-UtX0PXSUCdY.zh-CN.vtt	6.3 KB
10. For Loops.html	14.6 KB
11. Practice For Loops.html	10.8 KB
12. Solution For Loops Practice.html	9.1 KB
13. Quiz For Loops.html	16.7 KB
14. Solution For Loops Quiz.html	10.5 KB
15. Quiz Match Inputs To Outputs.html	13.3 KB
16. Building Dictionaries.html	13.9 KB
17. Iterating Through Dictionaries with For Loops.html	11.6 KB
18. Quiz Iterating Through Dictionaries.html	14.2 KB
19. Solution Iterating Through Dictionaries.html	9.5 KB
20. L3 08 While Loops V3-7Sf5tcPlKQw.en.vtt	3.1 KB
20. L3 08 While Loops V3-7Sf5tcPlKQw.mp4	11.4 MB
20. L3 08 While Loops V3-7Sf5tcPlKQw.pt-BR.vtt	3.5 KB
20. L3 08 While Loops V3-7Sf5tcPlKQw.zh-CN.vtt	2.9 KB
20. While Loops.html	10.7 KB
21. Practice While Loops.html	11.4 KB
22. Solution While Loops Practice.html	9.3 KB
23. Quiz While Loops.html	13.2 KB
24. Solution While Loops Quiz.html	10.2 KB
25. Break and Continue-F6qJAv9ts9Y.ar.vtt	6.0 KB
25. Break and Continue-F6qJAv9ts9Y.en.vtt	4.0 KB
25. Break and Continue-F6qJAv9ts9Y.mp4	13.9 MB
25. Break and Continue-F6qJAv9ts9Y.pt-BR.vtt	4.5 KB
25. Break and Continue-F6qJAv9ts9Y.zh-CN.vtt	3.7 KB
25. Break, Continue.html	12.1 KB
26. Quiz Break, Continue.html	10.0 KB
27. Solution Break, Continue.html	9.0 KB
28. Zip and Enumerate-bSJPzVArE7M.ar.vtt	3.7 KB
28. Zip and Enumerate-bSJPzVArE7M.en.vtt	2.6 KB
28. Zip and Enumerate-bSJPzVArE7M.mp4	16.5 MB
28. Zip and Enumerate-bSJPzVArE7M.pt-BR.vtt	2.7 KB
28. Zip and Enumerate-bSJPzVArE7M.zh-CN.vtt	2.4 KB
28. Zip and Enumerate.html	10.9 KB
29. Quiz Zip and Enumerate.html	14.6 KB
30. Solution Zip and Enumerate.html	11.2 KB
31. List Comprehensions-6qxo-NV9v_s.ar.vtt	4.2 KB
31. List Comprehensions-6qxo-NV9v_s.en.vtt	3.0 KB
31. List Comprehensions-6qxo-NV9v_s.mp4	18.2 MB
31. List Comprehensions-6qxo-NV9v_s.pt-BR.vtt	3.6 KB
31. List Comprehensions-6qxo-NV9v_s.zh-CN.vtt	3.0 KB
31. List Comprehensions.html	10.8 KB
32. Quiz List Comprehensions.html	11.7 KB
33. Solution List Comprehensions.html	9.8 KB
34. Conclusion.html	8.7 KB
34. Congrats!-vDoqpwCHxs4.ar.vtt	0.7 KB
34. Congrats!-vDoqpwCHxs4.en.vtt	0.5 KB
34. Congrats!-vDoqpwCHxs4.mp4	3.3 MB
34. Congrats!-vDoqpwCHxs4.pt-BR.vtt	0.6 KB
34. Congrats!-vDoqpwCHxs4.zh-CN.vtt	0.4 KB
How you can help Team-FTU.txt	0.2 KB
index.html	6.6 KB
/Part 03-Module 01-Lesson 04_Functions/
01. Introduction-p5L4rTV1Pgk.ar.vtt	1.8 KB
01. Introduction-p5L4rTV1Pgk.en.vtt	1.4 KB
01. Introduction-p5L4rTV1Pgk.mp4	9.3 MB
01. Introduction-p5L4rTV1Pgk.pt-BR.vtt	1.5 KB
01. Introduction-p5L4rTV1Pgk.zh-CN.vtt	1.3 KB
01. Introduction.html	7.4 KB
02. Default Arguments-cG6UfBZX2KI.ar.vtt	2.8 KB
02. Default Arguments-cG6UfBZX2KI.en.vtt	2.1 KB
02. Default Arguments-cG6UfBZX2KI.mp4	5.9 MB
02. Default Arguments-cG6UfBZX2KI.pt-BR.vtt	2.5 KB
02. Default Arguments-cG6UfBZX2KI.zh-CN.vtt	1.9 KB
02. Defining Functions-IP_tJYhynbc.ar.vtt	6.8 KB
02. Defining Functions-IP_tJYhynbc.en.vtt	5.5 KB
02. Defining Functions-IP_tJYhynbc.mp4	16.2 MB
02. Defining Functions-IP_tJYhynbc.pt-BR.vtt	6.1 KB
02. Defining Functions-IP_tJYhynbc.zh-CN.vtt	4.9 KB
02. Defining Functions.html	15.1 KB
03. Quiz Defining Functions.html	9.7 KB
04. Solution Defining Functions.html	8.1 KB
05. Variable Scope-rYubQlAM-gw.ar.vtt	1.6 KB
05. Variable Scope-rYubQlAM-gw.en.vtt	1.3 KB
05. Variable Scope-rYubQlAM-gw.mp4	9.5 MB
05. Variable Scope-rYubQlAM-gw.pt-BR.vtt	1.6 KB
05. Variable Scope-rYubQlAM-gw.zh-CN.vtt	1.1 KB
05. Variable Scope.html	9.8 KB
06. Variable Scope.html	7.4 KB
07. Solution Variable Scope.html	7.6 KB
08. Documentation-_Vl9NJkA6JQ.ar.vtt	3.5 KB
08. Documentation-_Vl9NJkA6JQ.en.vtt	2.8 KB
08. Documentation-_Vl9NJkA6JQ.mp4	16.7 MB
08. Documentation-_Vl9NJkA6JQ.pt-BR.vtt	3.1 KB
08. Documentation-_Vl9NJkA6JQ.zh-CN.vtt	2.4 KB
08. Documentation.html	9.0 KB
09. Quiz Documentation.html	7.8 KB
10. Solution Documentation.html	7.5 KB
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.en.vtt	2.2 KB
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4	8.4 MB
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.pt-BR.vtt	2.7 KB
11. L4 08 Lambda Expressions V3-wkEmPz1peJM.zh-CN.vtt	2.0 KB
11. Lambda Expressions.html	8.5 KB
12. Quiz Lambda Expressions.html	9.7 KB
13. Solution Lambda Expressions.html	7.3 KB
14. Iterators And Generators-tYH8X4Zeh-0.ar.vtt	3.5 KB
14. Iterators And Generators-tYH8X4Zeh-0.en.vtt	2.7 KB
14. Iterators And Generators-tYH8X4Zeh-0.mp4	19.9 MB
14. Iterators And Generators-tYH8X4Zeh-0.pt-BR.vtt	3.0 KB
14. Iterators And Generators-tYH8X4Zeh-0.zh-CN.vtt	2.5 KB
14. [Optional] Iterators and Generators.html	9.3 KB
15. [Optional] Quiz Iterators and Generators.html	9.7 KB
16. [Optional] Solution Iterators and Generators.html	7.9 KB
17. [Optional] Generator Expressions.html	6.9 KB
18. Conclusion-QRnLr7pwHyk.ar.vtt	1.0 KB
18. Conclusion-QRnLr7pwHyk.en.vtt	0.8 KB
18. Conclusion-QRnLr7pwHyk.mp4	4.7 MB
18. Conclusion-QRnLr7pwHyk.pt-BR.vtt	0.7 KB
18. Conclusion-QRnLr7pwHyk.zh-CN.vtt	0.7 KB
18. Conclusion.html	7.5 KB
19. Further Learning.html	6.9 KB
How you can help Team-FTU.txt	0.2 KB
index.html	5.1 KB
/Part 03-Module 01-Lesson 05_Scripting/
01. Introduction.html	8.6 KB
01. Scripting-Qxe_gCiXUDg.ar.vtt	0.9 KB
01. Scripting-Qxe_gCiXUDg.en.vtt	0.6 KB
01. Scripting-Qxe_gCiXUDg.mp4	4.4 MB
01. Scripting-Qxe_gCiXUDg.pt-BR.vtt	0.8 KB
01. Scripting-Qxe_gCiXUDg.zh-CN.vtt	0.6 KB
02. Python Installation-2_P05aYChqQ.ar.vtt	2.3 KB
02. Python Installation-2_P05aYChqQ.en.vtt	1.8 KB
02. Python Installation-2_P05aYChqQ.mp4	7.0 MB
02. Python Installation-2_P05aYChqQ.pt-BR.vtt	2.2 KB
02. Python Installation-2_P05aYChqQ.zh-CN.vtt	1.7 KB
02. Python Installation.html	11.2 KB
03. Install Python Using Anaconda.html	10.1 KB
04. [For Windows] Configuring Git Bash to Run Python.html	14.8 KB
05. Running A Python Script-vMKemwCderg.ar.vtt	3.1 KB
05. Running A Python Script-vMKemwCderg.en.vtt	2.3 KB
05. Running A Python Script-vMKemwCderg.mp4	2.7 MB
05. Running A Python Script-vMKemwCderg.pt-BR.vtt	2.6 KB
05. Running A Python Script-vMKemwCderg.zh-CN.vtt	2.2 KB
05. Running a Python Script.html	9.7 KB
06. Programming Environment Setup-EKxDnCK0NAk.ar.vtt	6.3 KB
06. Programming Environment Setup-EKxDnCK0NAk.en.vtt	4.2 KB
06. Programming Environment Setup-EKxDnCK0NAk.mp4	7.8 MB
06. Programming Environment Setup-EKxDnCK0NAk.pt-BR.vtt	5.0 KB
06. Programming Environment Setup-EKxDnCK0NAk.zh-CN.vtt	4.0 KB
06. Programming Environment Setup.html	10.0 KB
07. Editing a Python Script.html	8.8 KB
08. Scripting With Raw Input-Fs9uLV2qfgI.ar.vtt	4.0 KB
08. Scripting With Raw Input-Fs9uLV2qfgI.en.vtt	2.8 KB
08. Scripting With Raw Input-Fs9uLV2qfgI.mp4	5.5 MB
08. Scripting With Raw Input-Fs9uLV2qfgI.pt-BR.vtt	3.4 KB
08. Scripting With Raw Input-Fs9uLV2qfgI.zh-CN.vtt	2.5 KB
08. Scripting with Raw Input.html	9.6 KB
09. Quiz Scripting with Raw Input.html	10.2 KB
10. Solution Scripting with Raw Input.html	8.4 KB
11. Errors And Exceptions-DmthSiy2d0U.ar.vtt	3.8 KB
11. Errors And Exceptions-DmthSiy2d0U.en.vtt	2.8 KB
11. Errors And Exceptions-DmthSiy2d0U.mp4	3.5 MB
11. Errors And Exceptions-DmthSiy2d0U.pt-BR.vtt	3.1 KB
11. Errors And Exceptions-DmthSiy2d0U.zh-CN.vtt	2.7 KB
11. Errors and Exceptions.html	8.9 KB
12. Errors and Exceptions.html	12.3 KB
13. Handling Error Specifying Exceptions-EHW5I7shdJg.ar.vtt	3.0 KB
13. Handling Error Specifying Exceptions-EHW5I7shdJg.en.vtt	2.1 KB
13. Handling Error Specifying Exceptions-EHW5I7shdJg.mp4	3.3 MB
13. Handling Error Specifying Exceptions-EHW5I7shdJg.pt-BR.vtt	2.4 KB
13. Handling Error Specifying Exceptions-EHW5I7shdJg.zh-CN.vtt	2.0 KB
13. Handling Errors Try Except Finally-S6hwBZG0KwM.ar.vtt	4.4 KB
13. Handling Errors Try Except Finally-S6hwBZG0KwM.en.vtt	3.0 KB
13. Handling Errors Try Except Finally-S6hwBZG0KwM.mp4	4.4 MB
13. Handling Errors Try Except Finally-S6hwBZG0KwM.pt-BR.vtt	3.5 KB
13. Handling Errors Try Except Finally-S6hwBZG0KwM.zh-CN.vtt	2.9 KB
13. Handling Errors.html	11.5 KB
14. Practice Handling Input Errors.html	10.3 KB
15. Solution Handling Input Errors.html	8.2 KB
16. Accessing Error Messages.html	8.7 KB
17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.vtt	6.5 KB
17. Reading And Writing Files Part II-1GRv1S6K8gQ.en.vtt	5.0 KB
17. Reading And Writing Files Part II-1GRv1S6K8gQ.mp4	6.2 MB
17. Reading And Writing Files Part II-1GRv1S6K8gQ.pt-BR.vtt	5.6 KB
17. Reading And Writing Files Part II-1GRv1S6K8gQ.zh-CN.vtt	4.7 KB
17. Reading And Writing Files Using With-OQ-Y0mMjm00.ar.vtt	2.5 KB
17. Reading And Writing Files Using With-OQ-Y0mMjm00.en.vtt	1.8 KB
17. Reading And Writing Files Using With-OQ-Y0mMjm00.mp4	2.0 MB
17. Reading And Writing Files Using With-OQ-Y0mMjm00.pt-BR.vtt	2.0 KB
17. Reading And Writing Files Using With-OQ-Y0mMjm00.zh-CN.vtt	1.6 KB
17. Reading And Writing Files-w-ZG6DMkVi4.ar.vtt	3.4 KB
17. Reading And Writing Files-w-ZG6DMkVi4.en.vtt	2.5 KB
17. Reading And Writing Files-w-ZG6DMkVi4.mp4	11.3 MB
17. Reading And Writing Files-w-ZG6DMkVi4.pt-BR.vtt	2.9 KB
17. Reading And Writing Files-w-ZG6DMkVi4.zh-CN.vtt	2.3 KB
17. Reading and Writing Files.html	13.1 KB
18. Quiz Reading and Writing Files.html	17.1 KB
19. Solution Reading and Writing Files.html	9.0 KB
20. Importing Files-qjeSn6zZbR0.ar.vtt	8.9 KB
20. Importing Files-qjeSn6zZbR0.en.vtt	6.6 KB
20. Importing Files-qjeSn6zZbR0.mp4	12.0 MB
20. Importing Files-qjeSn6zZbR0.pt-BR.vtt	7.5 KB
20. Importing Files-qjeSn6zZbR0.zh-CN.vtt	6.3 KB
20. Importing Local Scripts.html	11.7 KB
21. The Standard Library-Fw3vf0tDrJM.ar.vtt	4.6 KB
21. The Standard Library-Fw3vf0tDrJM.en.vtt	3.1 KB
21. The Standard Library-Fw3vf0tDrJM.mp4	11.1 MB
21. The Standard Library-Fw3vf0tDrJM.pt-BR.vtt	3.5 KB
21. The Standard Library-Fw3vf0tDrJM.zh-CN.vtt	2.8 KB
21. The Standard Library.html	8.5 KB
22. Quiz The Standard Library.html	17.0 KB
23. Solution The Standard Library.html	8.3 KB
24. Techniques For Importing Modules Part II-aASigWQ_XU0.ar.vtt	2.9 KB
24. Techniques For Importing Modules Part II-aASigWQ_XU0.en.vtt	2.1 KB
24. Techniques For Importing Modules Part II-aASigWQ_XU0.mp4	5.2 MB
24. Techniques For Importing Modules Part II-aASigWQ_XU0.pt-BR.vtt	2.2 KB
24. Techniques For Importing Modules Part II-aASigWQ_XU0.zh-CN.vtt	1.8 KB
24. Techniques For Importing Modules-jPGyFgcIvsM.ar.vtt	6.3 KB
24. Techniques For Importing Modules-jPGyFgcIvsM.en.vtt	4.4 KB
24. Techniques For Importing Modules-jPGyFgcIvsM.mp4	5.6 MB
24. Techniques For Importing Modules-jPGyFgcIvsM.pt-BR.vtt	5.0 KB
24. Techniques For Importing Modules-jPGyFgcIvsM.zh-CN.vtt	4.0 KB
24. Techniques for Importing Modules.html	11.2 KB
25. Quiz Techniques for Importing Modules.html	10.9 KB
26. Third Party Libraries And Package Managers-epOze9gC6T4.ar.vtt	4.5 KB
26. Third Party Libraries And Package Managers-epOze9gC6T4.en.vtt	3.6 KB
26. Third Party Libraries And Package Managers-epOze9gC6T4.mp4	7.7 MB
26. Third Party Libraries And Package Managers-epOze9gC6T4.pt-BR.vtt	3.8 KB
26. Third Party Libraries And Package Managers-epOze9gC6T4.zh-CN.vtt	3.2 KB
26. Third-Party Libraries.html	13.2 KB
27. Experimenting With An Interpreter-hspPtnQwMPg.ar.vtt	5.2 KB
27. Experimenting With An Interpreter-hspPtnQwMPg.en.vtt	3.9 KB
27. Experimenting With An Interpreter-hspPtnQwMPg.mp4	5.9 MB
27. Experimenting With An Interpreter-hspPtnQwMPg.pt-BR.vtt	4.3 KB
27. Experimenting With An Interpreter-hspPtnQwMPg.zh-CN.vtt	3.4 KB
27. Experimenting with an Interpreter.html	10.9 KB
28. Online Resources.html	14.3 KB
29. Conclusion-rEMrswkLvh8.ar.vtt	0.7 KB
29. Conclusion-rEMrswkLvh8.en.vtt	0.5 KB
29. Conclusion-rEMrswkLvh8.mp4	3.0 MB
29. Conclusion-rEMrswkLvh8.pt-BR.vtt	0.5 KB
29. Conclusion-rEMrswkLvh8.zh-CN.vtt	0.5 KB
29. Conclusion.html	8.1 KB
How you can help Team-FTU.txt	0.2 KB
index.html	6.2 KB
/img/
generate-messages-output.png	318.0 KB
step1-cd.png	15.0 KB
step2-pwd.png	16.8 KB
step3-path.png	21.3 KB
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/Part 04-Module 01-Lesson 01_Introduction/
01. Our Goal .html	5.5 KB
02. Instructors.html	6.9 KB
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt	7.2 KB
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4	9.0 MB
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.pt-BR.vtt	7.3 KB
03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.zh-CN.vtt	6.3 KB
03. Essence of Linear Algebra.html	5.5 KB
04. Structure of this lesson.html	7.0 KB
05. Working with Equations.html	10.2 KB
06. Try our workspace out!.html	6.9 KB
07. Try our workspace again!.html	8.3 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.0 KB
/img/
cp1a9390.jpg	65.2 KB
grant.png	583.6 KB
img-4646.jpg	27.8 KB
screen-shot-2018-01-19-at-1.05.48-pm.png	286.4 KB
screen-shot-2018-01-19-at-1.14.23-pm.png	367.2 KB
screen-shot-2018-01-19-at-1.57.42-pm.png	117.0 KB
screen-shot-2018-01-19-at-1.58.00-pm.png	129.1 KB
screen-shot-2018-01-19-at-2.24.21-pm.png	224.0 KB
screen-shot-2018-01-19-at-2.28.03-pm.png	92.9 KB
screen-shot-2018-02-21-at-6.41.35-pm.png	19.2 KB
screen-shot-2018-04-02-at-4.25.41-pm.png	99.9 KB
/Part 04-Module 01-Lesson 02_Vectors/
01. Vectors 1-oPBz-MLVUHk.en.vtt	4.7 KB
01. Vectors 1-oPBz-MLVUHk.mp4	5.1 MB
01. Vectors 1-oPBz-MLVUHk.pt-BR.vtt	4.5 KB
01. Vectors 1-oPBz-MLVUHk.zh-CN.vtt	4.1 KB
01. What's a Vector.html	6.3 KB
02. Vectors 2-R7WiQYixvRQ.en.vtt	2.9 KB
02. Vectors 2-R7WiQYixvRQ.mp4	2.6 MB
02. Vectors 2-R7WiQYixvRQ.pt-BR.vtt	2.6 KB
02. Vectors 2-R7WiQYixvRQ.zh-CN.vtt	2.3 KB
02. Vectors, what even are they Part 2.html	6.3 KB
03. Vectors 3-mWV_MpEjz9c.en.vtt	6.0 KB
03. Vectors 3-mWV_MpEjz9c.mp4	6.6 MB
03. Vectors 3-mWV_MpEjz9c.pt-BR.vtt	5.6 KB
03. Vectors 3-mWV_MpEjz9c.zh-CN.vtt	5.1 KB
03. Vectors, what even are they Part 3.html	6.3 KB
04. Vectors- Mathematical definition .html	9.7 KB
05. Transpose.html	7.8 KB
06. Magnitude and Direction .html	9.1 KB
07. Vectors- Quiz 1.html	7.7 KB
08. Operations in the Field.html	7.2 KB
09. Vector Addition.html	6.9 KB
10. Vectors- Quiz 2.html	8.0 KB
11. Scalar by Vector Multiplication.html	6.8 KB
12. Vectors Quiz 3.html	9.2 KB
13. Vectors Quiz Answers.html	7.3 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.6 KB
/img/
screen-shot-2018-01-23-at-10.49.16-am.png	43.4 KB
screen-shot-2018-01-23-at-11.30.13-am.png	95.0 KB
screen-shot-2018-01-24-at-2.27.07-pm.png	115.9 KB
screen-shot-2018-01-24-at-3.13.49-pm.png	209.5 KB
screen-shot-2018-03-21-at-2.40.42-pm.png	49.7 KB
/Part 04-Module 01-Lesson 03_Linear Combination/
01. Linear Combination. Part 1.html	5.9 KB
01. Linear Combinations 1-fmal7UE7dEE.en.vtt	6.9 KB
01. Linear Combinations 1-fmal7UE7dEE.mp4	8.7 MB
01. Linear Combinations 1-fmal7UE7dEE.pt-BR.vtt	7.2 KB
01. Linear Combinations 1-fmal7UE7dEE.zh-CN.vtt	6.0 KB
02. Linear Combination. Part 2.html	5.9 KB
02. Linear Combinations 2-RsKJNDTb8nw.en.vtt	7.4 KB
02. Linear Combinations 2-RsKJNDTb8nw.mp4	14.9 MB
02. Linear Combinations 2-RsKJNDTb8nw.pt-BR.vtt	7.2 KB
02. Linear Combinations 2-RsKJNDTb8nw.zh-CN.vtt	6.5 KB
03. Linear Combination and Span.html	9.8 KB
04. Linear Combination -Quiz 1.html	8.4 KB
05. Linear Dependency .html	7.5 KB
06. Solving a Simplified Set of Equations.html	13.8 KB
07. Linear Combination - Quiz 2.html	7.9 KB
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/Part 04-Module 01-Lesson 04_Linear Transformation and Matrices/
01. What is a Matrix.html	8.6 KB
02. Matrix Addition.html	8.9 KB
03. Matrix Addition Quiz.html	8.1 KB
04. Scalar Multiplication of Matrix and Quiz.html	9.3 KB
05. Multiplication of a Square Matrices.html	10.5 KB
06. Square Matrix Multiplication Quiz.html	9.1 KB
07. Matrix Multiplication - General.html	10.3 KB
08. Matrix Multiplication Quiz.html	9.4 KB
09. Linear Transformation and Matrices . Part 1.html	6.7 KB
09. Linear Transformations 1-99jYIxBRDww.en.vtt	5.7 KB
09. Linear Transformations 1-99jYIxBRDww.mp4	21.8 MB
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10. Linear Transformation and Matrices. Part 2.html	6.5 KB
10. Linear Transformations 2-imtEd8M6__s.en.vtt	5.0 KB
10. Linear Transformations 2-imtEd8M6__s.mp4	14.1 MB
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10. Linear Transformations 2-imtEd8M6__s.zh-CN.vtt	4.4 KB
11. Linear Transformation and Matrices. Part 3.html	6.3 KB
11. Linear Transformations 3-g_yTyRwMzXU.en.vtt	5.2 KB
11. Linear Transformations 3-g_yTyRwMzXU.mp4	21.1 MB
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12. Linear Transformation Quiz Answers.html	12.5 KB
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/Part 05-Module 01-Lesson 01_Jupyter Notebooks/
01. Instructor.html	6.2 KB
02. Jupyter-qiYDWFLyXvg.ar.vtt	3.5 KB
02. Jupyter-qiYDWFLyXvg.en.vtt	2.8 KB
02. Jupyter-qiYDWFLyXvg.mp4	7.5 MB
02. Jupyter-qiYDWFLyXvg.pt-BR.vtt	2.5 KB
02. Jupyter-qiYDWFLyXvg.zh-CN.vtt	2.7 KB
02. What are Jupyter notebooks.html	12.6 KB
03. Installing Jupyter Notebook.html	5.9 KB
04. Launching the notebook server.html	10.9 KB
05. Notebook interface.html	9.6 KB
06. Code cells.html	6.2 KB
07. Markdown cells.html	9.7 KB
08. Keyboard shortcuts.html	6.1 KB
09. Magic keywords.html	10.1 KB
10. Converting notebooks.html	7.2 KB
11. Creating a slideshow.html	8.1 KB
12. Finishing up.html	5.9 KB
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index.html	4.4 KB
/img/
conda-environments.png	41.1 KB
conda-tab.png	112.6 KB
magic-matplotlib.png	92.9 KB
magic-pdb.png	70.3 KB
magic-timeit.png	161.1 KB
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nbconvert-example.png	75.1 KB
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/media/
command+palette.mp4	173.2 KB
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/Part 05-Module 01-Lesson 02_NumPy/
01. Instructors.html	7.2 KB
02. Introduction to NumPy.html	8.9 KB
03. NumPy 0 V1-vyjMs8KFHlE.en.vtt	4.2 KB
03. NumPy 0 V1-vyjMs8KFHlE.mp4	4.6 MB
03. NumPy 0 V1-vyjMs8KFHlE.pt-BR.vtt	4.8 KB
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03. Why Use NumPy.html	8.5 KB
04. Creating and Saving NumPy ndarrays.html	18.4 KB
04. NumPy 1 V1-EOHW29kDg7w.en.vtt	7.2 KB
04. NumPy 1 V1-EOHW29kDg7w.mp4	7.9 MB
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05. Using Built-in Functions to Create ndarrays.html	28.9 KB
06. Create an ndarray.html	7.6 KB
07. Accessing, Deleting, and Inserting Elements Into ndarrays.html	17.3 KB
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08. NumPy 4 V1-jeU7lLgyMms.pt-BR.vtt	8.6 KB
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08. Slicing ndarrays.html	16.6 KB
09. Boolean Indexing, Set Operations, and Sorting.html	13.5 KB
09. NumPy 5 V1-vGjI-WTnEbY.en.vtt	4.3 KB
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10. Manipulating ndarrays.html	7.4 KB
11. Arithmetic operations and Broadcasting.html	17.7 KB
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12. Creating ndarrays with Broadcasting.html	7.3 KB
13. Getting Set Up for the Mini-Project.html	6.7 KB
14. Mini-Project Mean Normalization and Data Separation.html	7.0 KB
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/Part 05-Module 01-Lesson 03_Pandas/
01. Instructors.html	6.7 KB
02. Introduction to Pandas.html	8.7 KB
03. Why Use Pandas.html	7.5 KB
04. Creating Pandas Series.html	10.4 KB
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05. Accessing and Deleting Elements in Pandas Series.html	14.0 KB
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06. Arithmetic Operations on Pandas Series.html	13.8 KB
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07. Manipulate a Series.html	8.4 KB
08. Creating Pandas DataFrames.html	22.0 KB
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08. Pandas 4 V1-eMHUn9v9dds.mp4	7.3 MB
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09. Accessing Elements in Pandas DataFrames.html	30.1 KB
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09. Pandas 5 V1-lClsJnZn_7w.mp4	8.2 MB
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10. Dealing with NaN.html	33.7 KB
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11. Manipulate a DataFrame.html	10.5 KB
12. Loading Data into a Pandas DataFrame.html	36.0 KB
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13. Getting Set Up for the Mini-Project.html	6.8 KB
14. Mini-Project Statistics From Stock Data.html	6.8 KB
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index.html	4.8 KB
/img/
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/Part 06-Module 01-Lesson 01_Descriptive Statistics - Part I/
01. Introduce Instructors.html	8.5 KB
01. Instructors Introduction-lIvm8urf4GE.ar.vtt	1.2 KB
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01. Instructors Introduction-lIvm8urf4GE.mp4	3.0 MB
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02. Text Optional Lessons Note.html	8.7 KB
03. Video Welcome!.html	8.6 KB
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05. Video Data Types (Quantitative vs. Categorical).html	8.9 KB
06. Quiz Data Types (Quantitative vs. Categorical).html	15.9 KB
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07. Video Data Types (Ordinal vs. Nominal).html	9.2 KB
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12. Introduction to Summary Statistics-PCZmHCrcMcw.ar.vtt	3.2 KB
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13. Calculating the Mean-1nzZxmJ8xvU.ar.vtt	3.2 KB
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27. Quiz Summation.html	11.7 KB
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/Part 06-Module 01-Lesson 02_Descriptive Statistics - Part II/
01. 26 Spread Part 1-zb76Z_viYLY.ar.vtt	1.2 KB
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/Part 06-Module 01-Lesson 03_Admissions Case Study/
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/Part 06-Module 01-Lesson 04_Probability/
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18. Doubles.html	8.9 KB
19. Probability Conclusion-dsVKoXymYDU.ar.vtt	2.0 KB
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19. Probability Conclusion-dsVKoXymYDU.mp4	5.5 MB
19. Probability Conclusion-dsVKoXymYDU.pt-BR.vtt	1.7 KB
19. Probability Conclusion-dsVKoXymYDU.zh-CN.vtt	1.3 KB
19. Probability Conclusion.html	6.7 KB
20. Text Recap + Next Steps.html	8.1 KB
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index.html	4.8 KB
/img/
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/Part 06-Module 01-Lesson 05_Binomial Distribution/
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01. Binomial.html	8.0 KB
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15. Binomial 6.html	8.0 KB
16. Binomial Conclusion.html	6.4 KB
16. Binomial Distribution Conclusion-9gjCYs8f_PU.ar.vtt	4.0 KB
16. Binomial Distribution Conclusion-9gjCYs8f_PU.en.vtt	3.0 KB
16. Binomial Distribution Conclusion-9gjCYs8f_PU.mp4	10.7 MB
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17. Text Recap + Next Steps.html	7.9 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.6 KB
/img/
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/Part 06-Module 01-Lesson 06_Conditional Probability/
01. Introduction to Conditional Probability-Ok8948Wcbmo.ar.vtt	2.4 KB
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01. Introduction to Conditional Probability.html	6.5 KB
02. Medical Example 1-E1ph6NP3_v4.ar.vtt	0.1 KB
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02. Medical Example 1-E1ph6NP3_v4.mp4	765.1 KB
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15. Summary.html	6.7 KB
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How you can help Team-FTU.txt	0.2 KB
index.html	4.7 KB
/img/
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/Part 06-Module 01-Lesson 07_Bayes Rule/
01. Bayes Rule.html	8.9 KB
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30. Sebastian At Home-R4zq6mPPMxs.mp4	11.6 MB
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30. Sebastian At Home.html	10.3 KB
31. Learning Objectives - Conditional Probability.html	18.3 KB
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34. Learning from Sensor Data.html	11.9 KB
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36. Learning Objectives - Bayes' Rule.html	16.9 KB
37. Bayes Rule Conclusion-vlfDGCD8w0s.ar.vtt	0.7 KB
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37. Bayes Rule Conclusion.html	8.6 KB
How you can help Team-FTU.txt	0.2 KB
index.html	6.3 KB
/img/
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/Part 06-Module 01-Lesson 08_Python Probability Practice/
01. Introduction.html	5.8 KB
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01. Python Probability Introduction-tFMdvAN7WDY.mp4	1.7 MB
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02. Simulating Coin Flips-7YtQNZ3iy6o.ar.vtt	5.0 KB
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02. Simulating Coin Flips-7YtQNZ3iy6o.mp4	4.0 MB
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05. Binomial Distributions Quiz.html	10.5 KB
06. Cancer Test Results.html	12.3 KB
07. Conditional Probability Bayes Rule Quiz.html	11.3 KB
08. Conclusion.html	5.7 KB
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How you can help Team-FTU.txt	0.2 KB
index.html	4.2 KB
/Part 06-Module 01-Lesson 09_Normal Distribution Theory/
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/Part 06-Module 01-Lesson 10_Sampling distributions and the Central Limit Theorem/
01. Introduction-SvdlBB-ZjcQ.ar.vtt	1.2 KB
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06. Example of Sampling Distributions - Part I-1XezzP6kxUE.ar.vtt	1.9 KB
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/Part 06-Module 01-Lesson 11_Confidence Intervals/
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/Part 06-Module 01-Lesson 12_Hypothesis Testing/
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25. Quiz Connecting Errors and P-Values.html	15.6 KB
26. Notebook + Quiz Drawing Conclusions.html	14.9 KB
27. Other Things to Consider - What if Our Sample is Large.html	11.2 KB
27. What If Our Sample Is Large-WoTCeSTL1eM.en.vtt	3.2 KB
27. What If Our Sample Is Large-WoTCeSTL1eM.mp4	12.5 MB
27. What If Our Sample Is Large-WoTCeSTL1eM.pt-BR.vtt	3.1 KB
27. What If Our Sample Is Large-WoTCeSTL1eM.zh-CN.vtt	2.8 KB
28. Multiple Testing Corrections-DuMgeHrkIF0.en.vtt	2.3 KB
28. Multiple Testing Corrections-DuMgeHrkIF0.mp4	7.7 MB
28. Multiple Testing Corrections-DuMgeHrkIF0.pt-BR.vtt	2.3 KB
28. Multiple Testing Corrections-DuMgeHrkIF0.zh-CN.vtt	1.9 KB
28. Other Things to Consider - What if Test More Than Once.html	10.3 KB
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.en.vtt	1.7 KB
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.mp4	7.3 MB
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.pt-BR.vtt	1.9 KB
29. How Do Confidence Intervals Hypothesis Tests Compare-KEmsEViOoMA.zh-CN.vtt	1.5 KB
29. Other Things to Consider - How Do CIs and HTs Compare.html	10.0 KB
30. Notebook + Quiz Other Things to Consider.html	21.4 KB
31. Notebook + Quiz Other Things to Consider.html	18.3 KB
32. Hypothesis Testing Conclusion-nQFchD4XPPs.en.vtt	1.1 KB
32. Hypothesis Testing Conclusion-nQFchD4XPPs.mp4	4.6 MB
32. Hypothesis Testing Conclusion-nQFchD4XPPs.pt-BR.vtt	1.1 KB
32. Hypothesis Testing Conclusion-nQFchD4XPPs.zh-CN.vtt	0.9 KB
32. Hypothesis Testing Conclusion.html	9.1 KB
33. Quiz + Text Recap.html	16.8 KB
How you can help Team-FTU.txt	0.2 KB
index.html	7.0 KB
/img/
screen-shot-2017-11-07-at-2.16.14-pm.png	80.2 KB
screen-shot-2017-11-07-at-2.17.08-pm.png	903.8 KB
screen-shot-2017-11-07-at-2.18.27-pm.png	852.0 KB
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screen-shot-2018-11-19-at-11.32.05-am.png	533.6 KB
/Part 06-Module 01-Lesson 13_Case Study AB tests/
01. Case Study Introduction-J5uvdPxHIfs.en.vtt	0.6 KB
01. Case Study Introduction-J5uvdPxHIfs.mp4	2.2 MB
01. Case Study Introduction-J5uvdPxHIfs.pt-BR.vtt	0.7 KB
01. Case Study Introduction-J5uvdPxHIfs.zh-CN.vtt	0.5 KB
01. Introduction.html	7.0 KB
02. AB Testing-EcWvhbIjT9o.en.vtt	3.2 KB
02. AB Testing-EcWvhbIjT9o.mp4	6.6 MB
02. AB Testing-EcWvhbIjT9o.pt-BR.vtt	3.7 KB
02. AB Testing-EcWvhbIjT9o.zh-CN.vtt	2.6 KB
02. AB Testing.html	8.4 KB
03. AB Testing.html	10.5 KB
04. Business Example-Wzz7omSDfEk.en.vtt	2.0 KB
04. Business Example-Wzz7omSDfEk.mp4	4.4 MB
04. Business Example-Wzz7omSDfEk.pt-BR.vtt	2.3 KB
04. Business Example-Wzz7omSDfEk.zh-CN.vtt	1.8 KB
04. Business Example.html	7.4 KB
05. Experiment I-JLKAdT2JESk.en.vtt	2.6 KB
05. Experiment I-JLKAdT2JESk.mp4	3.2 MB
05. Experiment I-JLKAdT2JESk.pt-BR.vtt	3.0 KB
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05. Experiment I.html	8.2 KB
06. Quiz Experiment I.html	16.0 KB
07. Metric - Click Through Rate-EpfoKAwV_Eg.en.vtt	3.7 KB
07. Metric - Click Through Rate-EpfoKAwV_Eg.mp4	4.1 MB
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07. Metric - Click Through Rate.html	7.6 KB
08. Click Through Rate.html	8.0 KB
09. Experiment II-fq4eO7CybA4.en.vtt	1.1 KB
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10. Metric - Enrollment Rate.html	10.7 KB
11. Metric - Average Reading Duration-w6Y9ZxHDEbw.en.vtt	2.6 KB
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11. Metric - Average Reading Duration.html	7.7 KB
12. Metric - Average Classroom Time.html	10.9 KB
13. Metric - Completion Rate.html	10.0 KB
14. Analyzing Multiple Metrics-DtZghKNa7Ak.en.vtt	0.6 KB
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14. Analyzing Multiple Metrics.html	7.1 KB
15. Quiz Analyzing Multiple Metrics.html	9.5 KB
16. Drawing Conclusions-s-4ghG9vrGQ.en.vtt	1.3 KB
16. Drawing Conclusions-s-4ghG9vrGQ.mp4	4.7 MB
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16. Drawing Conclusions.html	7.7 KB
17. Quiz Difficulties in AB Testing.html	15.1 KB
18. Conclusion-qmGjRpMVBz8.en.vtt	0.6 KB
18. Conclusion-qmGjRpMVBz8.mp4	2.2 MB
18. Conclusion-qmGjRpMVBz8.pt-BR.vtt	0.7 KB
18. Conclusion-qmGjRpMVBz8.zh-CN.vtt	0.5 KB
18. Conclusion.html	6.8 KB
How you can help Team-FTU.txt	0.2 KB
index.html	5.0 KB
/Part 07-Module 01-Lesson 01_Linear Regression/
01. Intro.html	7.0 KB
01. Welcome To Linear Regression-zxZkTkM34BY.en.vtt	1.2 KB
01. Welcome To Linear Regression-zxZkTkM34BY.mp4	4.1 MB
01. Welcome To Linear Regression-zxZkTkM34BY.pt-BR.vtt	1.2 KB
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt	1.4 KB
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4	1.6 MB
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.pt-BR.vtt	1.5 KB
02. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.zh-CN.vtt	1.3 KB
02. Quiz Housing Prices.html	8.4 KB
03. Solution Housing Prices-uhdTulw9-Nc.en.vtt	0.9 KB
03. Solution Housing Prices-uhdTulw9-Nc.mp4	1.0 MB
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04. Fitting a Line Through Data.html	7.0 KB
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08. Gradient Descent-4s4x9h6AN5Y.en.vtt	5.7 KB
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09. Mean Absolute Error-vLKiY0Ehors.en.vtt	3.6 KB
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09. Mean Absolute Error-vLKiY0Ehors.pt-BR.vtt	3.4 KB
09. Mean Absolute Error.html	7.0 KB
10. Mean Squared Error-MRyxmZDngI4.en.vtt	2.6 KB
10. Mean Squared Error-MRyxmZDngI4.mp4	1.9 MB
10. Mean Squared Error-MRyxmZDngI4.pt-BR.vtt	2.3 KB
10. Mean Squared Error.html	7.0 KB
11. Minimizing Error Functions-RbT2TXN_6tY.en.vtt	4.6 KB
11. Minimizing Error Functions-RbT2TXN_6tY.mp4	4.0 MB
11. Minimizing Error Functions-RbT2TXN_6tY.pt-BR.vtt	4.7 KB
11. Minimizing Error Functions.html	9.1 KB
12. Mean vs Total Error.html	8.4 KB
13. Mini-batch Gradient Descent.html	8.7 KB
14. Absolute Error vs Squared Error.html	10.8 KB
14. Absolute Vs Squared Error-csvdjaqt1GM.en.vtt	0.8 KB
14. Absolute Vs Squared Error-csvdjaqt1GM.mp4	676.1 KB
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14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.en.vtt	1.0 KB
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.mp4	709.4 KB
14. DLND REG 12 Absolute Vs Squared Error 2 V1 (1)-7El1OH17Oi4.pt-BR.vtt	1.0 KB
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.en.vtt	1.0 KB
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.mp4	894.1 KB
14. DLND REG 13 Absolute Vs Squared Error 3 V1 (1)-bIVGf_dDkrY.pt-BR.vtt	1.0 KB
15. Linear Regression in scikit-learn.html	17.0 KB
16. Higher Dimensions--UvpQV1qmiE.en.vtt	3.0 KB
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16. Higher Dimensions--UvpQV1qmiE.pt-BR.vtt	2.8 KB
16. Higher Dimensions.html	7.0 KB
17. Multiple Linear Regression.html	13.5 KB
18. Closed Form Solution-G3fRVgLa5gI.en.vtt	3.6 KB
18. Closed Form Solution-G3fRVgLa5gI.mp4	3.0 MB
18. Closed Form Solution-G3fRVgLa5gI.pt-BR.vtt	3.5 KB
18. Closed Form Solution.html	7.2 KB
19. (Optional) Closed form Solution Math.html	14.6 KB
20. Linear Regression Warnings.html	9.0 KB
21. Polynomial Regression-DBhWG-PagEQ.en.vtt	1.3 KB
21. Polynomial Regression-DBhWG-PagEQ.mp4	1.0 MB
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22. Regularization-PyFNIcsNma0.en.vtt	11.1 KB
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22. Regularization-PyFNIcsNma0.pt-BR.vtt	10.6 KB
22. Regularization.html	7.0 KB
23. Conclusion-pyeojf0NniQ.en.vtt	0.6 KB
23. Conclusion-pyeojf0NniQ.mp4	1.6 MB
23. Conclusion-pyeojf0NniQ.pt-BR.vtt	0.6 KB
23. Outro.html	7.0 KB
How you can help Team-FTU.txt	0.2 KB
index.html	5.4 KB
/img/
batch-stochastic.png	201.6 KB
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lin-reg-w-outliers.png	28.2 KB
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/Part 07-Module 01-Lesson 02_Naive Bayes/
01. Intro.html	6.3 KB
01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt	0.7 KB
01. Naive Bayes Intro V2-vNOiQXghgRY.mp4	3.4 MB
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01. Naive Bayes Intro V2-vNOiQXghgRY.zh-CN.vtt	0.6 KB
02. Guess the Person.html	6.4 KB
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt	3.5 KB
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4	8.9 MB
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt	3.3 KB
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03. Known and Inferred.html	6.4 KB
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04. Guess the Person Now.html	6.8 KB
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt	7.4 KB
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4	22.1 MB
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04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt	6.2 KB
05. Bayes Theorem.html	6.4 KB
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06. Quiz False Positives.html	7.6 KB
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07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.en.vtt	6.6 KB
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07. Solution False Positives.html	6.4 KB
08. Bayesian Learning 1.html	9.7 KB
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt	2.4 KB
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09. Bayesian Learning 2.html	6.4 KB
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11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.en.vtt	6.6 KB
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11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.pt-BR.vtt	6.4 KB
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.zh-CN.vtt	5.7 KB
11. Naive Bayes Algorithm 1.html	7.8 KB
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.en.vtt	1.8 KB
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12. Naive Bayes Algorithm 2.html	6.4 KB
13. Building a Spam Classifier.html	7.4 KB
14. Project.html	6.8 KB
15. Spam Classifier - Workspace.html	6.7 KB
16. Outro.html	6.3 KB
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/img/
meme.png	214.1 KB
spam.png	69.4 KB
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/Part 07-Module 01-Lesson 03_Clustering/
01. Introduction.html	7.6 KB
02. Unsupervised Learning-Mx9f99bRB3Q.ar.vtt	4.5 KB
02. Unsupervised Learning-Mx9f99bRB3Q.en.vtt	3.3 KB
02. Unsupervised Learning-Mx9f99bRB3Q.mp4	13.3 MB
02. Unsupervised Learning-Mx9f99bRB3Q.pt-BR.vtt	3.2 KB
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02. Unsupervised Learning.html	6.7 KB
03. Clustering Movies-g8PKffm8IRY.ar.vtt	4.1 KB
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03. Clustering Movies-g8PKffm8IRY.mp4	7.7 MB
03. Clustering Movies-g8PKffm8IRY.pt-BR.vtt	2.9 KB
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03. Clustering Movies.html	6.7 KB
04. How Many Clusters-8Ygq5dRV0Kk.ar.vtt	0.5 KB
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04. How Many Clusters.html	7.9 KB
05. Match Points with Clusters-lS5DfbsWH34.ar.vtt	1.1 KB
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06. Optimizing Centers (Rubber Bands)-nNR4hjhhGBc.ar.vtt	2.2 KB
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07. Moving Centers 2-FY0DXe0lfrI.mp4	1.4 MB
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10. K-Means Cluster Visualization-iCTPBcowJRY.ar.vtt	2.1 KB
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10. K-Means Cluster Visualization-iCTPBcowJRY.mp4	3.5 MB
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10. K-Means Cluster Visualization.html	8.5 KB
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11. K-Means Clustering Visualization 2-fQXXa-CAoS0.mp4	11.0 MB
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12. K-Means Clustering Visualization 3.html	6.8 KB
13. Sklearn-3zHUAXcoZ7c.ar.vtt	9.1 KB
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13. Sklearn-3zHUAXcoZ7c.mp4	24.4 MB
13. Sklearn-3zHUAXcoZ7c.pt-BR.vtt	6.6 KB
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13. Sklearn.html	6.6 KB
14. Some challenges of k-means-e2CdlG5P4WA.ar.vtt	0.9 KB
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14. Some challenges of k-means-e2CdlG5P4WA.mp4	3.0 MB
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14. Some challenges of k-means.html	6.8 KB
15. Limitations of K-Means-4Fkfu37el_k.ar.vtt	1.3 KB
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15. Limitations of K-Means-4Fkfu37el_k.mp4	4.9 MB
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15. Limitations of K-Means-nvLhUSSUhiY.mp4	1.0 MB
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15. Limitations of K-Means.html	8.2 KB
16. Counterintuitive Clusters-aveIz1JYeAg.ar.vtt	1.4 KB
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16. Counterintuitive Clusters.html	8.2 KB
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17. Counterintuitive Clusters 2-xSQTzAeeoEc.mp4	2.1 MB
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17. Counterintuitive Clusters 2.html	8.3 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.9 KB
/img/
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/Part 07-Module 01-Lesson 04_Decision Trees/
01. Intro.html	6.8 KB
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.en.vtt	4.5 KB
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.mp4	22.7 MB
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.pt-BR.vtt	4.4 KB
01. MLND SL DT 00 Intro V2-l34ijtQhVNk.zh-CN.vtt	4.4 KB
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt	1.7 KB
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4	5.0 MB
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.pt-BR.vtt	1.7 KB
02. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt	1.6 KB
02. Recommending Apps 1.html	10.1 KB
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt	1.6 KB
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4	4.4 MB
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt	1.5 KB
03. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt	1.4 KB
03. Recommending Apps 2.html	8.1 KB
04. Recommending Apps 3.html	6.8 KB
04. Recommending Apps-nEvW8B1HNq4.en.vtt	2.8 KB
04. Recommending Apps-nEvW8B1HNq4.mp4	6.6 MB
04. Recommending Apps-nEvW8B1HNq4.pt-BR.vtt	2.6 KB
04. Recommending Apps-nEvW8B1HNq4.zh-CN.vtt	2.6 KB
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt	1.8 KB
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4	4.4 MB
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.pt-BR.vtt	1.6 KB
05. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt	1.7 KB
05. Quiz Student Admissions.html	8.2 KB
06. Solution Student Admissions.html	7.0 KB
06. Student Admissions-TdgBi6LtOB8.en.vtt	2.6 KB
06. Student Admissions-TdgBi6LtOB8.mp4	5.7 MB
06. Student Admissions-TdgBi6LtOB8.pt-BR.vtt	2.4 KB
06. Student Admissions-TdgBi6LtOB8.zh-CN.vtt	2.4 KB
07. Entropy-piLpj1V1HEk.en.vtt	4.9 KB
07. Entropy-piLpj1V1HEk.mp4	13.2 MB
07. Entropy-piLpj1V1HEk.pt-BR.vtt	4.3 KB
07. Entropy-piLpj1V1HEk.zh-CN.vtt	4.4 KB
07. Entropy.html	6.7 KB
08. Entropy Formula 1.html	8.6 KB
08. Entropy Formula-iZiSYrOKvpo.en.vtt	1.8 KB
08. Entropy Formula-iZiSYrOKvpo.mp4	4.5 MB
08. Entropy Formula-iZiSYrOKvpo.pt-BR.vtt	1.7 KB
08. Entropy Formula-iZiSYrOKvpo.zh-CN.vtt	1.8 KB
09. Entropy Formula 2.html	8.1 KB
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.en.vtt	5.0 KB
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.mp4	12.9 MB
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.pt-BR.vtt	4.0 KB
09. MLND SL DT 08 Entropy Formula 2 MAIN V2-6GHg70hrSJw.zh-CN.vtt	4.5 KB
10. Entropy Formula 3.html	7.3 KB
10. Entropy Formula-w73JTBVeyjE.en.vtt	3.0 KB
10. Entropy Formula-w73JTBVeyjE.mp4	8.4 MB
10. Entropy Formula-w73JTBVeyjE.pt-BR.vtt	2.7 KB
10. Entropy Formula-w73JTBVeyjE.zh-CN.vtt	2.6 KB
11. Multiclass Entropy.html	8.7 KB
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.en.vtt	0.8 KB
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.mp4	2.3 MB
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.pt-BR.vtt	0.7 KB
12. MLND SL DT 10 Q Information Gain MAIN V1-tVLOLPEtLFw.zh-CN.vtt	0.7 KB
12. Quiz Information Gain.html	9.0 KB
13. Information Gain-k9iZL53PAmw.en.vtt	3.4 KB
13. Information Gain-k9iZL53PAmw.mp4	9.7 MB
13. Information Gain-k9iZL53PAmw.pt-BR.vtt	2.9 KB
13. Information Gain-k9iZL53PAmw.zh-CN.vtt	3.0 KB
13. Solution Information Gain.html	7.6 KB
14. Maximizing Information Gain-3FgJOpKfdY8.en.vtt	4.1 KB
14. Maximizing Information Gain-3FgJOpKfdY8.mp4	13.8 MB
14. Maximizing Information Gain-3FgJOpKfdY8.pt-BR.vtt	3.4 KB
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14. Maximizing Information Gain.html	6.9 KB
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.en.vtt	2.7 KB
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.mp4	9.6 MB
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.pt-BR.vtt	2.6 KB
15. MLND SL DT 13 Random Forests MAIN V1-n5DhXhcYKcw.zh-CN.vtt	2.6 KB
15. Random Forests.html	6.9 KB
16. Hyperparameters.html	12.7 KB
17. Decision Trees in sklearn.html	16.2 KB
18. Titanic Survival Model with Decision Trees.html	7.3 KB
19. [Solution] Titanic Survival Model.html	7.2 KB
20. Outro.html	6.9 KB
How you can help Team-FTU.txt	0.2 KB
index.html	5.1 KB
/img/
meme.png	214.1 KB
recommending-apps.png	143.9 KB
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student-data.png	94.1 KB
table.png	196.7 KB
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/Part 07-Module 01-Lesson 05_Introduction to Kalman Filters/
01. Kalman Filters and Linear Algebra.html	8.8 KB
01. 矩阵介绍-Ugx3mldc0lE.en.vtt	1.1 KB
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02. Introduction-XZL934YQ-FQ.en.vtt	1.9 KB
02. Introduction-XZL934YQ-FQ.es-ES.vtt	2.1 KB
02. Introduction-XZL934YQ-FQ.es.vtt	2.1 KB
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02. Introduction-XZL934YQ-FQ.mp4	11.2 MB
02. Introduction-XZL934YQ-FQ.pt-PT.vtt	2.0 KB
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02. Introduction-XZL934YQ-FQ.ru.vtt	3.4 KB
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02. Introduction.html	8.3 KB
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.en.vtt	3.4 KB
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.mp4	5.0 MB
03. KALMAN Tracking Intro RENDER V2-C73G7vfVNQc.zh-CN.vtt	2.9 KB
03. Tracking Intro.html	9.1 KB
04. Answer Tracking Intro.html	8.4 KB
05. Gaussian Intro.html	9.4 KB
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.en.vtt	3.2 KB
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.mp4	2.8 MB
05. KALMAN Gaussian Intro RENDER 1 1 V3-S2v1CExswT4.zh-CN.vtt	2.6 KB
06. Answer Gaussian Intro.html	8.2 KB
07. Quiz Variance and Preferred Gaussian.html	10.5 KB
08. Answer Variance and Preferred Gaussian.html	8.5 KB
09. Gaussian Function and Maximum.html	9.5 KB
09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.en.vtt	0.8 KB
09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.es-ES.vtt	0.9 KB
09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.ja.vtt	0.9 KB
09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.mp4	8.7 MB
09. Maximize Gaussian - Artificial Intelligence for Robotics-fRYtUP0P4Lg.zh-CN.vtt	0.8 KB
09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.en.vtt	0.4 KB
09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.es-ES.vtt	0.4 KB
09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.ja.vtt	0.3 KB
09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.mp4	1.6 MB
09. Maximize Gaussian Solution - Artificial Intelligence for Robotics-2cD8T65E-jM.zh-CN.vtt	0.3 KB
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.en.vtt	1.7 KB
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.mp4	1.9 MB
10. KALMAN QUIZ Shifting The Mean 01 RENDER 1 V2-gfBdoCFborg.zh-CN.vtt	1.4 KB
10. Quiz Shifting the Mean.html	9.2 KB
11. Answer Shifting the Mean.html	7.8 KB
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.en.vtt	0.6 KB
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.mp4	462.1 KB
11. KALMAN QUIZ Shifting The Mean 02 RENDER V1-L8vNIKvpJ1s.zh-CN.vtt	0.5 KB
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.en.vtt	1.0 KB
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.mp4	786.5 KB
12. KALMAN QUIZ Predicting The Peak 01 RENDER V1-_fGH3xJMxdM.zh-CN.vtt	0.9 KB
12. Quiz Predicting the Peak.html	9.2 KB
13. Answer Predicting the Peak.html	7.8 KB
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.en.vtt	0.8 KB
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.mp4	693.7 KB
13. KALMAN QUIZ Predicting The Peak 02 RENDER V1-mcwr6FcP2Vc.zh-CN.vtt	0.7 KB
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.en.vtt	2.5 KB
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.mp4	2.2 MB
14. KALMAN QUIZ Parameter Update 01 RENDER V3-UUXETqShme4.zh-CN.vtt	2.2 KB
14. Quiz Parameter Update.html	9.5 KB
15. Answer Parameter Update.html	7.9 KB
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.en.vtt	0.7 KB
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.mp4	588.4 KB
15. KALMAN QUIZ Parameter Update 02 RENDER V2-vl6GkkEgY4M.zh-CN.vtt	0.5 KB
16. Notebook New Mean and Variance.html	8.2 KB
17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.en.vtt	1.0 KB
17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.es-ES.vtt	1.0 KB
17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.ja.vtt	1.1 KB
17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.mp4	6.6 MB
17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.ru.vtt	1.5 KB
17. New Mean and Variance Solution - Artificial Intelligence for Robotics-SwxRWZaC1FM.zh-CN.vtt	0.9 KB
17. Solution New Mean and Variance.html	8.4 KB
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.en.vtt	3.7 KB
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.mp4	3.2 MB
18. KALMAN QUIZ Gaussian Motion 01 RENDER V2-LFPT0R3VaPs.zh-CN.vtt	3.1 KB
18. Quiz Gaussian Motion.html	9.5 KB
19. Answer Gaussian Motion.html	7.8 KB
20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.en.vtt	0.8 KB
20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.es-ES.vtt	0.8 KB
20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.ja.vtt	0.7 KB
20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.mp4	1.3 MB
20. Predict Function - Artificial Intelligence for Robotics-DV2cX9W0tT8.zh-CN.vtt	0.7 KB
20. Predict Function.html	8.1 KB
21. Notebook Predict Function.html	8.2 KB
22. Answer Predict Function.html	8.2 KB
22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.en.vtt	0.3 KB
22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.es-ES.vtt	0.3 KB
22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.ja.vtt	0.3 KB
22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.mp4	1.4 MB
22. Predict Function Solution - Artificial Intelligence for Robotics-AMFig-sYGfM.zh-CN.vtt	0.3 KB
23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.en.vtt	2.1 KB
23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.es-ES.vtt	2.2 KB
23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.ja.vtt	2.0 KB
23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.mp4	13.9 MB
23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.ru.vtt	3.3 KB
23. Kalman Filter Code - Artificial Intelligence for Robotics-3xBycKfnCOQ.zh-CN.vtt	1.9 KB
23. Kalman Filter Code.html	8.3 KB
24. Notebook 1D Kalman Filter.html	8.2 KB
25. Answer 1D Kalman Filter.html	8.2 KB
25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.en.vtt	5.9 KB
25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.es-ES.vtt	6.3 KB
25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.ja.vtt	5.0 KB
25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.mp4	35.4 MB
25. Kalman Filter Code Solution - Artificial Intelligence for Robotics-X7cixvcogl8.zh-CN.vtt	5.4 KB
26. Kalman Prediction.html	7.7 KB
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.en.vtt	3.3 KB
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.mp4	2.7 MB
26. KALMAN QUIZ Kalman Prediction V1-d8Gx4-RghD0.zh-CN.vtt	2.8 KB
27. Next Motion Models and State.html	8.2 KB
How you can help Team-FTU.txt	0.2 KB
index.html	5.9 KB
/img/
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/Part 08-Module 01-Lesson 01_Introduction to Neural Networks/
01. Instructor.html	8.7 KB
02. Introduction-tn-CrUTkCUc.en.vtt	3.4 KB
02. Introduction-tn-CrUTkCUc.mp4	7.9 MB
02. Introduction-tn-CrUTkCUc.pt-BR.vtt	3.2 KB
02. Introduction-tn-CrUTkCUc.zh-CN.vtt	2.9 KB
02. Introduction.html	8.6 KB
03. Classification Problems 1.html	9.9 KB
03. Exemplo de classificação-Dh625piH7Z0.en.vtt	2.8 KB
03. Exemplo de classificação-Dh625piH7Z0.mp4	2.2 MB
03. Exemplo de classificação-Dh625piH7Z0.pt-BR.vtt	2.6 KB
03. Exemplo de classificação-Dh625piH7Z0.zh-CN.vtt	2.4 KB
04. Classification Problems 2.html	8.6 KB
04. 分类问题 2 -46PywnGa_cQ.en.vtt	1.8 KB
04. 分类问题 2 -46PywnGa_cQ.mp4	1.7 MB
04. 分类问题 2 -46PywnGa_cQ.pt-BR.vtt	1.6 KB
04. 分类问题 2 -46PywnGa_cQ.zh-CN.vtt	1.7 KB
05. Linear Boundaries-X-uMlsBi07k.en.vtt	3.9 KB
05. Linear Boundaries-X-uMlsBi07k.mp4	4.0 MB
05. Linear Boundaries-X-uMlsBi07k.pt-BR.vtt	3.8 KB
05. Linear Boundaries-X-uMlsBi07k.zh-CN.vtt	3.4 KB
05. Linear Boundaries.html	9.4 KB
06. 09 Higher Dimensions-eBHunImDmWw.en.vtt	3.0 KB
06. 09 Higher Dimensions-eBHunImDmWw.mp4	2.7 MB
06. 09 Higher Dimensions-eBHunImDmWw.pt-BR.vtt	2.7 KB
06. 09 Higher Dimensions-eBHunImDmWw.zh-CN.vtt	2.4 KB
06. Higher Dimensions.html	9.8 KB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.en.vtt	6.0 KB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.mp4	5.4 MB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.pt-BR.vtt	5.7 KB
07. DL 06 Perceptron Definition Fix V2-hImSxZyRiOw.zh-CN.vtt	5.1 KB
07. Perceptrons.html	9.5 KB
08. Why Neural Networks.html	8.7 KB
08. 为何是神经网络-zAkzOZntK6Y.en.vtt	1.4 KB
08. 为何是神经网络-zAkzOZntK6Y.mp4	1.0 MB
08. 为何是神经网络-zAkzOZntK6Y.pt-BR.vtt	1.3 KB
08. 为何是神经网络-zAkzOZntK6Y.zh-CN.vtt	1.2 KB
09. DL 08 AND And OR Perceptrons-Y-ImuxNpS40.mp4	2.9 MB
09. DL 09 XOR Perceptron--z9K49fdE3g.mp4	524.1 KB
09. Perceptrons as Logical Operators.html	19.9 KB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.en.vtt	4.2 KB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.mp4	3.8 MB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.pt-BR.vtt	4.3 KB
10. 07 Perceptron Algorithm Trick-lif_qPmXvWA.zh-CN.vtt	3.6 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.en.vtt	0.4 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.mp4	266.3 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.pt-BR.vtt	0.4 KB
10. DL 10 S Perceptron Algorithm-fATmrG2hQzI.zh-CN.vtt	0.4 KB
10. Perceptron Algorithm--zhTROHtscQ.en.vtt	2.7 KB
10. Perceptron Algorithm--zhTROHtscQ.mp4	2.0 MB
10. Perceptron Algorithm--zhTROHtscQ.pt-BR.vtt	2.5 KB
10. Perceptron Algorithm--zhTROHtscQ.zh-CN.vtt	2.4 KB
10. Perceptron Trick.html	12.5 KB
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.en.vtt	3.5 KB
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.mp4	3.0 MB
11. Perceptron Agorithm Pseudocode-p8Q3yu9YqYk.pt-BR.vtt	3.4 KB
11. Perceptron Algorithm.html	16.2 KB
12. Non-Linear Regions-B8UrWnHh1Wc.en.vtt	1.8 KB
12. Non-Linear Regions-B8UrWnHh1Wc.mp4	1.4 MB
12. Non-Linear Regions-B8UrWnHh1Wc.pt-BR.vtt	1.5 KB
12. Non-Linear Regions-B8UrWnHh1Wc.zh-CN.vtt	1.6 KB
12. Non-Linear Regions.html	8.6 KB
13. Error Functions-YfUUunxWIJw.en.vtt	0.8 KB
13. Error Functions-YfUUunxWIJw.mp4	3.7 MB
13. Error Functions-YfUUunxWIJw.pt-BR.vtt	0.8 KB
13. Error Functions-YfUUunxWIJw.zh-CN.vtt	0.7 KB
13. Error Functions.html	8.6 KB
14. Error Functions-jfKShxGAbok.en.vtt	9.7 KB
14. Error Functions-jfKShxGAbok.mp4	7.6 MB
14. Error Functions-jfKShxGAbok.pt-BR.vtt	9.4 KB
14. Error Functions-jfKShxGAbok.zh-CN.vtt	8.6 KB
14. Log-loss Error Function.html	10.3 KB
15. Discrete vs Continuous-rdP-RPDFkl0.en.vtt	0.6 KB
15. Discrete vs Continuous-rdP-RPDFkl0.mp4	2.4 MB
15. Discrete vs Continuous-rdP-RPDFkl0.pt-BR.vtt	0.6 KB
15. Discrete vs Continuous-rdP-RPDFkl0.zh-CN.vtt	0.5 KB
15. Discrete vs Continuous.html	10.9 KB
15. Discrete vs. Continuous-Rm2KxFaPiJg.en.vtt	5.8 KB
15. Discrete vs. Continuous-Rm2KxFaPiJg.mp4	5.6 MB
15. Discrete vs. Continuous-Rm2KxFaPiJg.pt-BR.vtt	5.8 KB
15. Discrete vs. Continuous-Rm2KxFaPiJg.zh-CN.vtt	4.8 KB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt	5.5 KB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.mp4	4.2 MB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.pt-BR.vtt	5.2 KB
16. DL 18 Q Softmax V2-RC_A9Tu99y4.zh-CN.vtt	4.5 KB
16. DL 18 S Softmax-n8S-v_LCTms.en.vtt	2.7 KB
16. DL 18 S Softmax-n8S-v_LCTms.mp4	2.0 MB
16. DL 18 S Softmax-n8S-v_LCTms.pt-BR.vtt	2.6 KB
16. DL 18 S Softmax-n8S-v_LCTms.zh-CN.vtt	2.4 KB
16. Quiz - Softmax-NNoezNnAMTY.en.vtt	0.5 KB
16. Quiz - Softmax-NNoezNnAMTY.mp4	1.8 MB
16. Quiz - Softmax-NNoezNnAMTY.pt-BR.vtt	0.5 KB
16. Quiz - Softmax-NNoezNnAMTY.zh-CN.vtt	0.5 KB
16. Softmax.html	13.0 KB
17. One-Hot Encoding-AePvjhyvsBo.en.vtt	2.3 KB
17. One-Hot Encoding-AePvjhyvsBo.mp4	1.7 MB
17. One-Hot Encoding-AePvjhyvsBo.pt-BR.vtt	2.1 KB
17. One-Hot Encoding-AePvjhyvsBo.zh-CN.vtt	2.1 KB
17. One-Hot Encoding.html	8.6 KB
18. Maximum Likelihood 1-1yJx-QtlvNI.en.vtt	1.7 KB
18. Maximum Likelihood 1-1yJx-QtlvNI.mp4	6.0 MB
18. Maximum Likelihood 1-1yJx-QtlvNI.pt-BR.vtt	1.7 KB
18. Maximum Likelihood 1-1yJx-QtlvNI.zh-CN.vtt	1.5 KB
18. Maximum Likelihood 2-6nUUeQ9AeUA.en.vtt	4.5 KB
18. Maximum Likelihood 2-6nUUeQ9AeUA.mp4	4.0 MB
18. Maximum Likelihood 2-6nUUeQ9AeUA.pt-BR.vtt	4.6 KB
18. Maximum Likelihood 2-6nUUeQ9AeUA.zh-CN.vtt	3.8 KB
18. Maximum Likelihood.html	11.0 KB
19. Maximizing Probabilities.html	10.5 KB
19. Quiz - Cross 1--xxrisIvD0E.en.vtt	0.9 KB
19. Quiz - Cross 1--xxrisIvD0E.mp4	3.2 MB
19. Quiz - Cross 1--xxrisIvD0E.pt-BR.vtt	0.9 KB
19. Quiz - Cross 1--xxrisIvD0E.zh-CN.vtt	0.8 KB
19. Quiz Cross Entropy-njq6bYrPqSU.en.vtt	2.4 KB
19. Quiz Cross Entropy-njq6bYrPqSU.mp4	2.0 MB
19. Quiz Cross Entropy-njq6bYrPqSU.pt-BR.vtt	2.3 KB
19. Quiz Cross Entropy-njq6bYrPqSU.zh-CN.vtt	2.1 KB
20. Cross Entropy 1-iREoPUrpXvE.en.vtt	4.9 KB
20. Cross Entropy 1-iREoPUrpXvE.mp4	4.4 MB
20. Cross Entropy 1-iREoPUrpXvE.pt-BR.vtt	5.1 KB
20. Cross Entropy 1-iREoPUrpXvE.zh-CN.vtt	4.2 KB
20. Cross-Entropy 1.html	8.9 KB
21. Cross-Entropy 2.html	11.3 KB
21. CrossEntropy V1-1BnhC6e0TFw.en.vtt	8.2 KB
21. CrossEntropy V1-1BnhC6e0TFw.mp4	6.9 MB
21. CrossEntropy V1-1BnhC6e0TFw.pt-BR.vtt	8.0 KB
21. CrossEntropy V1-1BnhC6e0TFw.zh-CN.vtt	6.8 KB
21. Formula For Cross 1-qvr_ego_d6w.en.vtt	0.6 KB
21. Formula For Cross 1-qvr_ego_d6w.mp4	2.2 MB
21. Formula For Cross 1-qvr_ego_d6w.pt-BR.vtt	0.7 KB
21. Formula For Cross 1-qvr_ego_d6w.zh-CN.vtt	0.5 KB
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.en.vtt	4.8 KB
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.mp4	4.3 MB
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.pt-BR.vtt	4.7 KB
22. DL 27 Multi-Class Cross Entropy 2 Fix-keDswcqkees.zh-CN.vtt	4.1 KB
22. Multi-Class Cross Entropy.html	9.8 KB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.en.vtt	1.7 KB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.mp4	1.6 MB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.pt-BR.vtt	1.5 KB
23. DL 29 Logistic Regression-Minimizing The Error Function-KayqiYijlzc.zh-CN.vtt	1.5 KB
23. Error Function-V5kkHldUlVU.en.vtt	5.0 KB
23. Error Function-V5kkHldUlVU.mp4	5.1 MB
23. Error Function-V5kkHldUlVU.pt-BR.vtt	5.3 KB
23. Error Function-V5kkHldUlVU.zh-CN.vtt	4.2 KB
23. Logistic Regression.html	10.3 KB
24. Gradient Descent-rhVIF-nigrY.en.vtt	3.9 KB
24. Gradient Descent-rhVIF-nigrY.mp4	3.9 MB
24. Gradient Descent-rhVIF-nigrY.pt-BR.vtt	4.1 KB
24. Gradient Descent.html	16.8 KB
25. Gradient Descent Algorithm-snxmBgi_GeU.en.vtt	2.6 KB
25. Gradient Descent Algorithm-snxmBgi_GeU.mp4	2.1 MB
25. Gradient Descent Algorithm-snxmBgi_GeU.pt-BR.vtt	2.7 KB
25. Gradient Descent Algorithm-snxmBgi_GeU.zh-CN.vtt	2.3 KB
25. Logistic Regression Algorithm.html	8.7 KB
26. Pre-Notebook Gradient Descent.html	10.7 KB
27. Notebook Gradient Descent.html	9.1 KB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.en.vtt	4.4 KB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.mp4	3.4 MB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.pt-BR.vtt	4.3 KB
28. Gradient Descent Vs Perceptron Algorithm-uL5LuRPivTA.zh-CN.vtt	3.7 KB
28. Perceptron vs Gradient Descent.html	9.0 KB
29. Continuous Perceptrons-07-JJ-aGEfM.en.vtt	1.4 KB
29. Continuous Perceptrons-07-JJ-aGEfM.mp4	1.2 MB
29. Continuous Perceptrons-07-JJ-aGEfM.pt-BR.vtt	1.3 KB
29. Continuous Perceptrons-07-JJ-aGEfM.zh-CN.vtt	1.2 KB
29. Continuous Perceptrons.html	8.6 KB
30. Non-Linear Data-F7ZiE8PQiSc.en.vtt	0.6 KB
30. Non-Linear Data-F7ZiE8PQiSc.mp4	2.2 MB
30. Non-Linear Data-F7ZiE8PQiSc.pt-BR.vtt	0.6 KB
30. Non-Linear Data-F7ZiE8PQiSc.zh-CN.vtt	0.6 KB
30. Non-linear Data.html	8.6 KB
31. Non-Linear Models-HWuBKCZsCo8.en.vtt	1.3 KB
31. Non-Linear Models-HWuBKCZsCo8.mp4	1.2 MB
31. Non-Linear Models-HWuBKCZsCo8.pt-BR.vtt	1.4 KB
31. Non-Linear Models-HWuBKCZsCo8.zh-CN.vtt	1.1 KB
31. Non-Linear Models.html	8.6 KB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.en.vtt	3.1 KB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.mp4	3.0 MB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.pt-BR.vtt	3.4 KB
32. 29 Neural Network Architecture 2-FWN3Sw5fFoM.zh-CN.vtt	2.8 KB
32. Combinando modelos-Boy3zHVrWB4.en.vtt	5.4 KB
32. Combinando modelos-Boy3zHVrWB4.mp4	5.0 MB
32. Combinando modelos-Boy3zHVrWB4.pt-BR.vtt	5.4 KB
32. Combinando modelos-Boy3zHVrWB4.zh-CN.vtt	4.7 KB
32. Layers-pg99FkXYK0M.en.vtt	3.5 KB
32. Layers-pg99FkXYK0M.mp4	3.3 MB
32. Layers-pg99FkXYK0M.pt-BR.vtt	3.4 KB
32. Layers-pg99FkXYK0M.zh-CN.vtt	3.1 KB
32. Multiclass Classification-uNTtvxwfox0.en.vtt	2.1 KB
32. Multiclass Classification-uNTtvxwfox0.mp4	2.0 MB
32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt	2.2 KB
32. Multiclass Classification-uNTtvxwfox0.zh-CN.vtt	1.9 KB
32. Neural Network Architecture.html	13.4 KB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt	6.3 KB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4	5.6 MB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.pt-BR.vtt	6.9 KB
33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.zh-CN.vtt	5.5 KB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt	2.0 KB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4	1.8 MB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.pt-BR.vtt	2.2 KB
33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.zh-CN.vtt	1.7 KB
33. Feedforward.html	9.9 KB
34. Backpropagation V2-1SmY3TZTyUk.en.vtt	7.4 KB
34. Backpropagation V2-1SmY3TZTyUk.mp4	6.8 MB
34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt	7.3 KB
34. Backpropagation V2-1SmY3TZTyUk.zh-CN.vtt	6.5 KB
34. Backpropagation.html	12.8 KB
34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt	3.5 KB
34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4	3.5 MB
34. Calculating The Gradient 1 -tVuZDbUrzzI.pt-BR.vtt	3.5 KB
34. Calculating The Gradient 1 -tVuZDbUrzzI.zh-CN.vtt	3.0 KB
34. Chain Rule-YAhIBOnbt54.en.vtt	1.7 KB
34. Chain Rule-YAhIBOnbt54.mp4	1.5 MB
34. Chain Rule-YAhIBOnbt54.pt-BR.vtt	1.8 KB
34. Chain Rule-YAhIBOnbt54.zh-CN.vtt	1.5 KB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt	6.3 KB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.mp4	6.0 MB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt	6.7 KB
34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.zh-CN.vtt	5.2 KB
35. Pre-Notebook Analyzing Student Data.html	9.7 KB
36. Notebook Analyzing Student Data.html	9.1 KB
37. Outro.html	8.6 KB
How you can help Team-FTU.txt	0.2 KB
index.html	6.5 KB
/img/
and-quiz.png	272.2 KB
and-to-or.png	620.7 KB
codecogseqn-43.gif	8.2 KB
codecogseqn-49.gif	2.1 KB
codecogseqn-58.gif	0.9 KB
codecogseqn-60-2.png	9.2 KB
meme.png	214.1 KB
or-quiz.png	403.1 KB
perceptronquiz.png	95.9 KB
points.png	64.7 KB
screen-shot-2018-03-19-at-3.49.28-pm.png	482.9 KB
screen-shot-2018-09-10-at-7.38.39-pm.png	303.4 KB
sigmoid-derivative.gif	2.1 KB
student-quiz.png	767.0 KB
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xor.png	220.1 KB
/Part 09-Module 01-Lesson 01_Intro to Computer Vision/
01. Welcome to Computer Vision-GgA3_-MMT_I.en.vtt	2.0 KB
01. Welcome to Computer Vision-GgA3_-MMT_I.mp4	8.1 MB
01. Welcome to Computer Vision-GgA3_-MMT_I.zh-CN.vtt	1.7 KB
01. Welcome to Computer Vision.html	6.8 KB
02. 02. What Is Vision-_99V1rUNFa4.en.vtt	2.1 KB
02. 02. What Is Vision-_99V1rUNFa4.mp4	7.1 MB
02. 02. What Is Vision-_99V1rUNFa4.zh-CN.vtt	1.8 KB
02. What is Vision.html	7.6 KB
03. 03. Role In AI Render-xm1TXnNe5Pw.en.vtt	1.5 KB
03. 03. Role In AI Render-xm1TXnNe5Pw.mp4	4.8 MB
03. 03. Role In AI Render-xm1TXnNe5Pw.zh-CN.vtt	1.4 KB
03. Role in AI.html	7.4 KB
04. 04. Computer Vision Applications-aFJKp2NltCY.en.vtt	2.8 KB
04. 04. Computer Vision Applications-aFJKp2NltCY.mp4	11.7 MB
04. 04. Computer Vision Applications-aFJKp2NltCY.zh-CN.vtt	2.5 KB
04. Computer Vision Applications.html	9.8 KB
05. 05. Emotional Intelligence-D_LzJsJH5qk.en.vtt	2.4 KB
05. 05. Emotional Intelligence-D_LzJsJH5qk.mp4	11.4 MB
05. 05. Emotional Intelligence-D_LzJsJH5qk.zh-CN.vtt	2.1 KB
05. Emotional Intelligence.html	7.1 KB
06. Vision-based Emotion AI-7nKKWWn1sAc.en.vtt	3.0 KB
06. Vision-based Emotion AI-7nKKWWn1sAc.mp4	14.4 MB
06. Vision-based Emotion AI-7nKKWWn1sAc.zh-CN.vtt	2.7 KB
06. Vision-based Emotion AI.html	5.6 KB
07. 08. Computer Vision Pipeline-64hFcqhnNow.en.vtt	1.7 KB
07. 08. Computer Vision Pipeline-64hFcqhnNow.mp4	2.9 MB
07. 08. Computer Vision Pipeline-64hFcqhnNow.zh-CN.vtt	1.5 KB
07. Computer Vision Pipeline.html	9.3 KB
08. Quiz Pipeline Steps.html	9.1 KB
09. 09. Training a Model-m4GVfwVkj74.en.vtt	3.1 KB
09. 09. Training a Model-m4GVfwVkj74.mp4	8.4 MB
09. 09. Training a Model-m4GVfwVkj74.zh-CN.vtt	2.7 KB
09. Training a Model.html	8.3 KB
10. AffdexMe Demo-dpFtXDqakvY.en.vtt	2.0 KB
10. AffdexMe Demo-dpFtXDqakvY.mp4	14.6 MB
10. AffdexMe Demo-dpFtXDqakvY.zh-CN.vtt	1.7 KB
10. AffdexMe Demo.html	6.1 KB
11. Emotion as a Service-2jAP3rP3USM.en.vtt	0.9 KB
11. Emotion as a Service-2jAP3rP3USM.mp4	3.8 MB
11. Emotion as a Service-2jAP3rP3USM.zh-CN.vtt	0.8 KB
11. Emotion as a Service.html	5.8 KB
12. [Preview] Project Mimic Me!.html	17.0 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.5 KB
/img/
arpan-happy-emoji.png	1.7 MB
arpan-happy-features.png	1.7 MB
arpan-happy-results.png	1.7 MB
arpan-shocked.png	1.4 MB
screen-shot-2017-03-13-at-12.36.54-pm.png	197.6 KB
screen-shot-2017-03-17-at-4.03.20-pm.png	462.7 KB
screen-shot-2017-03-17-at-5.09.53-pm.png	1.7 MB
screen-shot-2017-03-17-at-5.12.46-pm.png	313.2 KB
screen-shot-2017-03-17-at-5.18.10-pm.png	1.3 MB
screen-shot-2017-03-17-at-5.20.52-pm.png	841.1 KB
screen-shot-2017-03-17-at-5.25.16-pm.png	1.0 MB
screen-shot-2018-04-23-at-4.05.20-pm.png	296.6 KB
screen-shot-2018-04-23-at-4.10.20-pm.png	733.8 KB
screen-shot-2018-04-23-at-4.14.19-pm.png	404.9 KB
stop-sign-classification.png	216.6 KB
/Part 10-Module 01-Lesson 01_Intro to NLP/
01. Intro Arpan-MW5MWOLj064.en.vtt	1.3 KB
01. Intro Arpan-MW5MWOLj064.mp4	3.6 MB
01. Intro Arpan-MW5MWOLj064.zh-CN.vtt	1.2 KB
01. Introducing Arpan.html	5.7 KB
02. NLP Overview.html	5.7 KB
02. Welcome to NLP-g-AlFF61p0I.en.vtt	1.7 KB
02. Welcome to NLP-g-AlFF61p0I.mp4	5.2 MB
02. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt	1.5 KB
03. Structured Languages-NsmqUIHlk6U.en.vtt	1.8 KB
03. Structured Languages-NsmqUIHlk6U.mp4	5.6 MB
03. Structured Languages-NsmqUIHlk6U.zh-CN.vtt	1.5 KB
03. Structured Languages.html	8.8 KB
04. Grammar-Jw3dA7xmoQ4.en.vtt	0.7 KB
04. Grammar-Jw3dA7xmoQ4.mp4	2.2 MB
04. Grammar-Jw3dA7xmoQ4.zh-CN.vtt	0.6 KB
04. Grammar.html	7.5 KB
05. Unstructured Text-OmwSdaec5vU.en.vtt	1.8 KB
05. Unstructured Text-OmwSdaec5vU.mp4	4.9 MB
05. Unstructured Text-OmwSdaec5vU.zh-CN.vtt	1.6 KB
05. Unstructured Text.html	8.1 KB
06. Counting Words.html	9.4 KB
07. Context Is Everything.html	6.2 KB
07. Context-J-4pfu2w1C0.en.vtt	2.2 KB
07. Context-J-4pfu2w1C0.mp4	4.8 MB
07. Context-J-4pfu2w1C0.zh-CN.vtt	2.0 KB
08. Natural Language Processing-UQBxJzoCp-I.en.vtt	1.2 KB
08. Natural Language Processing-UQBxJzoCp-I.mp4	3.6 MB
08. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt	1.3 KB
08. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt	1.1 KB
08. NLP and Pipelines.html	5.9 KB
09. How NLP Pipelines Work.html	5.9 KB
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt	1.8 KB
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4	1.3 MB
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt	1.9 KB
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt	1.6 KB
10. Text Processing-pqheVyctkNQ.en.vtt	2.7 KB
10. Text Processing-pqheVyctkNQ.mp4	3.1 MB
10. Text Processing-pqheVyctkNQ.pt-BR.vtt	3.0 KB
10. Text Processing-pqheVyctkNQ.zh-CN.vtt	2.4 KB
10. Text Processing.html	6.1 KB
11. Feature Extraction-UgENzCmfFWE.en.vtt	3.9 KB
11. Feature Extraction-UgENzCmfFWE.mp4	3.6 MB
11. Feature Extraction-UgENzCmfFWE.pt-BR.vtt	4.3 KB
11. Feature Extraction-UgENzCmfFWE.zh-CN.vtt	3.4 KB
11. Feature Extraction.html	6.1 KB
12. Modeling-P4w_2rkxBvE.en.vtt	1.3 KB
12. Modeling-P4w_2rkxBvE.mp4	1.2 MB
12. Modeling-P4w_2rkxBvE.pt-BR.vtt	1.5 KB
12. Modeling-P4w_2rkxBvE.zh-CN.vtt	1.1 KB
12. Modeling.html	5.8 KB
How you can help Team-FTU.txt	0.2 KB
index.html	4.3 KB
Total files 6072