Cryptocurrency Algorithmic Trading with Python and Binance | 3CFA3D89BAA3EE08E9469FB8DD776423D34BACDC

Cryptocurrency Algorithmic Trading with Python and Binance

Name	Cryptocurrency Algorithmic Trading with Python and Binance	DOWNLOAD Copy Link
Total Size	10.1 GB
Total Files	767
Last Seen	2024-10-05 00:33
Hash	3CFA3D89BAA3EE08E9469FB8DD776423D34BACDC

/01 - Getting Started/
001 Welcome and Introduction.mp4	36.6 MB
001 Welcome and Introduction_en.srt	3.0 KB
002 Did you know... (a Sneak Preview on Crypto Trading).mp4	34.7 MB
002 Did you know... (a Sneak Preview on Crypto Trading)_en.srt	6.5 KB
003 How to get the best out of this course.mp4	37.5 MB
003 How to get the best out of this course_en.srt	7.0 KB
004 Student FAQ.html	8.2 KB
005 LEGAL DISCLAIMER (MUST READ!).html	2.7 KB
006 Course Overview.mp4	48.5 MB
006 Course Overview_en.srt	7.6 KB
/02 - +++ PART 1 Fundamentals of Trading, Binance and Python for Finance +++/
001 PART 1 Overview.mp4	8.4 MB
001 PART 1 Overview_en.srt	3.8 KB
002 Downloads for PART 1.html	0.3 KB
002 Part1-Materials.zip	472.3 KB
/03 - Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance/
001 Investing vs. (Algorithmic) Trading.mp4	131.7 MB
001 Investing vs. (Algorithmic) Trading_en.srt	17.8 KB
001 Trading-vs-Investing.pdf	859.3 KB
002 Asset Classes, Money and (Crypto-) Currencies.mp4	81.2 MB
002 Asset Classes, Money and (Crypto-) Currencies_en.srt	13.3 KB
003 What is a Stable Coin.mp4	37.6 MB
003 What is a Stable Coin_en.srt	6.6 KB
004 Why Trading Cryptocurrencies.mp4	34.0 MB
004 Why Trading Cryptocurrencies_en.srt	8.2 KB
005 Why using Binance.mp4	65.8 MB
005 Why using Binance_en.srt	10.1 KB
006 Alternative Exchanges (FTX, Kraken, etc.).mp4	31.4 MB
006 Alternative Exchanges (FTX, Kraken, etc.)_en.srt	5.7 KB
007 Spot Trading vs. Derivatives (Futures) Trading (Part 1).mp4	52.7 MB
007 Spot-vs-Futures.pdf	1.1 MB
008 Spot Trading vs. Derivatives (Futures) Trading (Part 2).mp4	76.0 MB
009 [Article] Algorithmic Trading 101 and how to start.html	4.4 KB
/04 - Cryptocurrency Trading and Investing with Binance A-Z a Deep Introduction/
001 Binance.com and Binance.US at a first glance.mp4	81.5 MB
001 Binance.com and Binance.US at a first glance_en.srt	14.2 KB
002 How to get a 10% Discount on Trading Commissions.html	0.5 KB
003 Registration and Identity Verification.mp4	13.1 MB
003 Registration and Identity Verification_en.srt	7.4 KB
004 How to instantly buy your first Cryptos.mp4	14.1 MB
004 How to instantly buy your first Cryptos_en.srt	6.6 KB
005 Deposits and Withdrawals (Part 1).mp4	19.4 MB
005 Deposits and Withdrawals (Part 1)_en.srt	9.3 KB
006 Deposits and Withdrawals (Part 2).mp4	13.0 MB
006 Deposits and Withdrawals (Part 2)_en.srt	6.5 KB
007 The first Spot Trade (buy Bitcoin).mp4	82.1 MB
007 The first Spot Trade (buy Bitcoin)_en.srt	12.5 KB
008 Trade Analysis and Trading FeesCommissions.mp4	54.1 MB
008 Trade Analysis and Trading FeesCommissions_en.srt	11.3 KB
008 trade-analysis.xlsx	91.2 KB
009 Another Spot Trade (sell Bitcoin).mp4	16.3 MB
009 Another Spot Trade (sell Bitcoin)_en.srt	4.0 KB
010 Limit Orders vs. Market Orders.mp4	34.1 MB
010 Limit Orders vs. Market Orders_en.srt	7.5 KB
011 Take-Profit Orders.mp4	13.2 MB
011 Take-Profit Orders_en.srt	4.4 KB
012 Stop-Loss Orders.mp4	31.7 MB
012 Stop-Loss Orders_en.srt	7.8 KB
013 The Order Book.mp4	25.1 MB
013 The Order Book_en.srt	6.1 KB
014 Bid-Ask-Spread and Slippage.mp4	23.4 MB
014 Bid-Ask-Spread and Slippage_en.srt	8.5 KB
015 Total Costs of a Trade (visible vs. hidden Costs).mp4	17.0 MB
016 Liquidity and Market Depth.mp4	23.1 MB
016 Liquidity and Market Depth_en.srt	4.8 KB
017 Introduction to Charting and Technical Indicators.mp4	61.4 MB
/05 - Installing Python and Jupyter Notebooks/
001 Introduction.mp4	4.4 MB
001 Introduction_en.srt	2.1 KB
002 Download and Install Anaconda.mp4	48.1 MB
002 Download and Install Anaconda_en.srt	9.3 KB
003 How to open Jupyter Notebooks.mp4	46.5 MB
003 How to open Jupyter Notebooks_en.srt	11.6 KB
004 How to work with Jupyter Notebooks.mp4	43.6 MB
004 How to work with Jupyter Notebooks_en.srt	17.8 KB
005 Tips for Python Beginners.mp4	4.7 MB
005 Tips for Python Beginners_en.srt	2.1 KB
/06 - Excursus How to avoid and debug Coding Errors (don´t skip!)/
001 Introduction.mp4	7.4 MB
001 Introduction_en.srt	3.8 KB
002 Test your debugging skills!.mp4	33.9 MB
002 Test your debugging skills!_en.srt	11.9 KB
003 Major reasons for Coding Errors.mp4	2.5 MB
003 Major reasons for Coding Errors_en.srt	1.5 KB
004 The most commonly made Errors at a glance.mp4	32.7 MB
004 The most commonly made Errors at a glance_en.srt	6.9 KB
005 Omitting cells, changing the sequence and more.mp4	39.4 MB
005 Omitting cells, changing the sequence and more_en.srt	8.3 KB
006 IndexErrors.mp4	25.7 MB
006 IndexErrors_en.srt	5.4 KB
007 Indentation Errors.mp4	7.1 MB
007 Indentation Errors_en.srt	4.3 KB
008 Misuse of function names and keywords.mp4	7.8 MB
008 Misuse of function names and keywords_en.srt	3.2 KB
009 TypeErrors and ValueErrors.mp4	11.9 MB
009 TypeErrors and ValueErrors_en.srt	4.4 KB
010 Getting help on StackOverflow.com.mp4	34.5 MB
010 Getting help on StackOverflow.com_en.srt	7.6 KB
011 How to traceback more complex Errors.mp4	71.5 MB
011 How to traceback more complex Errors_en.srt	11.8 KB
012 Problems with the Python Installation.mp4	19.0 MB
012 Problems with the Python Installation_en.srt	7.6 KB
013 External Factors and Issues.mp4	8.4 MB
013 External Factors and Issues_en.srt	5.3 KB
014 Errors related to the course content (Transcription Errors).mp4	7.6 MB
014 Errors related to the course content (Transcription Errors)_en.srt	5.2 KB
015 Summary and Debugging Flow-Chart.mp4	12.8 MB
015 Summary and Debugging Flow-Chart_en.srt	8.9 KB
/07 - Trading with Python and the Binance API - an Introduction/
001 Overview.mp4	14.9 MB
001 Overview_en.srt	3.5 KB
002 Getting the API Key & other Preparations.mp4	16.0 MB
002 Getting the API Key & other Preparations_en.srt	4.2 KB
003 Commands to install required packages.html	0.8 KB
004 How to install the Binance API Wrapper.mp4	5.7 MB
004 How to install the Binance API Wrapper_en.srt	2.8 KB
005 Connecting to the APIServer.mp4	24.2 MB
005 Connecting to the APIServer_en.srt	5.2 KB
006 Troubleshooting (BinanceAPIException Error).html	1.2 KB
007 Important notice for Binance.US users (Part 1).html	1.0 KB
008 Retrieving general accountsystem Info (Part 1).mp4	62.2 MB
008 Retrieving general accountsystem Info (Part 1)_en.srt	11.5 KB
009 Retrieving general accountsystem Info (Part 2).mp4	43.3 MB
009 Retrieving general accountsystem Info (Part 2)_en.srt	7.3 KB
010 Getting (current) Market Data.mp4	57.5 MB
010 Getting (current) Market Data_en.srt	8.3 KB
011 How to load Historical Price & Volume Data (Part 1).mp4	53.0 MB
011 How to load Historical Price & Volume Data (Part 1)_en.srt	8.4 KB
012 How to load Historical Price & Volume Data (Part 2).mp4	88.2 MB
012 How to load Historical Price & Volume Data (Part 2)_en.srt	15.5 KB
013 Excursus Loading Historical Data (csv) from the Website.mp4	38.9 MB
013 Excursus Loading Historical Data (csv) from the Website_en.srt	5.9 KB
014 Streaming real-time Market Data (Part 1).mp4	53.5 MB
014 Streaming real-time Market Data (Part 1)_en.srt	8.6 KB
015 Important notice for Binance.US users (Part 2).html	0.8 KB
016 Streaming real-time Market Data (Part 2).mp4	9.4 MB
016 Streaming real-time Market Data (Part 2)_en.srt	3.2 KB
017 Streaming and collecting real-time Candles.mp4	62.6 MB
017 Streaming and collecting real-time Candles_en.srt	10.4 KB
018 Placing a Test Order.mp4	11.1 MB
018 Placing a Test Order_en.srt	5.0 KB
019 The Binance Spot Test Network.mp4	11.5 MB
019 The Binance Spot Test Network_en.srt	4.7 KB
020 Creating a Connection to the Spot Testnet.mp4	11.8 MB
020 Creating a Connection to the Spot Testnet_en.srt	3.1 KB
021 Spot Testnet API - Overview.mp4	41.9 MB
021 Spot Testnet API - Overview_en.srt	7.3 KB
022 Placing a Market Buy Order.mp4	71.8 MB
022 Placing a Market Buy Order_en.srt	9.1 KB
023 Placing a Market Sell Order.mp4	13.1 MB
023 Placing a Market Sell Order_en.srt	2.6 KB
024 Placing Limit Orders.mp4	41.3 MB
024 Placing Limit Orders_en.srt	7.6 KB
025 Reporting Getting all (historical) Orders and Trades.mp4	23.5 MB
025 Reporting Getting all (historical) Orders and Trades_en.srt	3.1 KB
026 How to create & run a first (simple) Trading Bot.mp4	26.8 MB
026 How to create & run a first (simple) Trading Bot_en.srt	6.9 KB
GetFreeCourses.Co.url	0.1 KB
How you can help GetFreeCourses.Co.txt	0.2 KB
/08 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/
001 Introduction and Overview.mp4	24.5 MB
001 Introduction and Overview_en.srt	4.9 KB
002 Installing and importing required LibrariesPackages.mp4	5.8 MB
002 Installing and importing required LibrariesPackages_en.srt	2.5 KB
003 Loading Financial Data from the Web.mp4	72.7 MB
003 Loading Financial Data from the Web_en.srt	12.8 KB
004 Initial Inspection and Visualization.mp4	78.1 MB
004 Initial Inspection and Visualization_en.srt	14.3 KB
005 [Article] Loading Data into Pandas - advanced topics.html	0.2 KB
006 Normalizing Time Series to a Base Value (100).mp4	36.4 MB
006 Normalizing Time Series to a Base Value (100)_en.srt	7.4 KB
007 Coding Challenge #1.mp4	39.3 MB
007 Coding Challenge #1_en.srt	6.0 KB
008 Price changes and Financial Returns.mp4	34.0 MB
008 Price changes and Financial Returns_en.srt	11.2 KB
009 Reward and Risk of Financial Instruments.mp4	19.7 MB
009 Reward and Risk of Financial Instruments_en.srt	7.1 KB
010 Coding Challenge #2.html	0.4 KB
011 Investment Multiple and CAGR.mp4	36.1 MB
011 Investment Multiple and CAGR_en.srt	8.2 KB
012 Compound Returns & Geometric Mean Return.mp4	23.9 MB
012 Compound Returns & Geometric Mean Return_en.srt	5.0 KB
013 Coding Challenge #3.html	0.4 KB
014 Discrete Compounding.mp4	57.8 MB
014 Discrete Compounding_en.srt	9.8 KB
015 Continuous Compounding.mp4	32.2 MB
015 Continuous Compounding_en.srt	6.9 KB
016 Log Returns.mp4	6.2 MB
016 Log Returns_en.srt	2.8 KB
017 Simple Returns vs Log Returns ( Part 1).mp4	21.7 MB
017 Simple Returns vs Log Returns ( Part 1)_en.srt	7.5 KB
018 Simple Returns vs Log Returns ( Part 2).mp4	20.2 MB
018 Simple Returns vs Log Returns ( Part 2)_en.srt	7.2 KB
019 Coding Challenge #4.html	0.4 KB
020 Comparing the Performance of Financial Instruments.mp4	53.0 MB
020 Comparing the Performance of Financial Instruments_en.srt	11.4 KB
021 (Non-) Normality of Financial Returns.mp4	68.8 MB
021 (Non-) Normality of Financial Returns_en.srt	14.9 KB
022 Annualizing Return and Risk.mp4	16.0 MB
022 Annualizing Return and Risk_en.srt	5.9 KB
023 Resampling Smoothing of Financial Data.mp4	29.2 MB
023 Resampling Smoothing of Financial Data_en.srt	9.2 KB
024 Rolling Statistics.mp4	35.6 MB
024 Rolling Statistics_en.srt	10.8 KB
025 Coding Challenge #5.html	0.6 KB
026 Short Selling and Short Position Returns (Part 1).mp4	8.7 MB
026 Short Selling and Short Position Returns (Part 1)_en.srt	3.9 KB
027 Introduction to Currencies (Forex) and Trading.mp4	38.8 MB
027 Introduction to Currencies (Forex) and Trading_en.srt	9.1 KB
028 Short Selling and Short Position Returns (Part 2).mp4	17.2 MB
028 Short Selling and Short Position Returns (Part 2)_en.srt	5.5 KB
029 Short Selling and Short Position Returns (Part 3).mp4	22.9 MB
029 Short Selling and Short Position Returns (Part 3)_en.srt	5.1 KB
030 Coding Challenge #6.html	0.4 KB
031 Covariance and Correlation.mp4	40.1 MB
031 Covariance and Correlation_en.srt	9.0 KB
032 Portfolios and Portfolio Returns.mp4	15.3 MB
032 Portfolios and Portfolio Returns_en.srt	4.4 KB
033 Margin Trading and Levered Returns (Part 1).mp4	13.3 MB
033 Margin Trading and Levered Returns (Part 1)_en.srt	5.8 KB
034 Margin Trading and Levered Returns (Part 2).mp4	48.6 MB
034 Margin Trading and Levered Returns (Part 2)_en.srt	10.6 KB
035 Coding Challenge #7.html	0.4 KB
/09 - +++ PART 2 Algorithmic Trading Spot Trading +++/
001 Overview.mp4	11.3 MB
001 Overview_en.srt	2.3 KB
002 Downloads for PART 2.html	0.1 KB
002 Part2-Materials.zip	849.4 KB
/10 - What is a Trading Strategy/
001 Trading Strategies - Overview.mp4	45.7 MB
001 Trading Strategies - Overview_en.srt	7.2 KB
002 [Article] More on Trading Strategies.html	4.2 KB
003 Trading Strategies for Cryptocurrencies (best practices).mp4	25.0 MB
003 Trading Strategies for Cryptocurrencies (best practices)_en.srt	5.7 KB
004 How to create your own Trading Strategies.mp4	45.0 MB
004 How to create your own Trading Strategies_en.srt	7.9 KB
005 [Article] The Lifecycle of a Trading Strategy.html	6.7 KB
006 Getting the Data.mp4	23.8 MB
006 Getting the Data_en.srt	3.8 KB
007 Financial Data Analysis Visual Inspection.mp4	14.1 MB
007 Financial Data Analysis Visual Inspection_en.srt	3.9 KB
008 A simple Buy and Hold Strategy.mp4	13.6 MB
008 A simple Buy and Hold Strategy_en.srt	4.9 KB
009 Performance Measurement.mp4	14.5 MB
009 Performance Measurement_en.srt	6.4 KB
/11 - A Long-only Strategy based on Price & Volume Data/
001 Introduction.mp4	14.6 MB
001 Introduction_en.srt	5.8 KB
002 Data Preparation.mp4	29.6 MB
002 Data Preparation_en.srt	5.7 KB
003 Explanatory Data Analysis Financial Returns and Trading Volume (Part 1).mp4	57.1 MB
003 Explanatory Data Analysis Financial Returns and Trading Volume (Part 1)_en.srt	10.3 KB
004 Explanatory Data Analysis Financial Returns and Trading Volume (Part 2).mp4	31.5 MB
004 Explanatory Data Analysis Financial Returns and Trading Volume (Part 2)_en.srt	5.4 KB
005 Formulating a Long-only Strategy based on Price & Volume Data.mp4	29.8 MB
005 Formulating a Long-only Strategy based on Price & Volume Data_en.srt	9.4 KB
006 Strategy Backtesting.mp4	43.2 MB
006 Strategy Backtesting_en.srt	9.0 KB
007 Trading Costs.mp4	48.6 MB
007 Trading Costs_en.srt	10.1 KB
/12 - Strategy Optimization and Forward Testing/
001 Introduction.html	0.4 KB
002 Getting started.mp4	8.5 MB
002 Getting started_en.srt	1.8 KB
003 Strategy Optimization (Part 1).mp4	61.8 MB
003 Strategy Optimization (Part 1)_en.srt	12.3 KB
004 Strategy Optimization (Part 2).mp4	9.9 MB
004 Strategy Optimization (Part 2)_en.srt	4.4 KB
005 Putting everything together a Backtester Class.mp4	62.6 MB
005 Putting everything together a Backtester Class_en.srt	12.6 KB
006 Backtesting & Forward Testing (Part 1).mp4	27.0 MB
006 Backtesting & Forward Testing (Part 1)_en.srt	5.5 KB
007 Backtesting & Forward Testing (Part 2).mp4	20.9 MB
007 Backtesting & Forward Testing (Part 2)_en.srt	5.5 KB
008 The Backtester Class explained (Part 1).mp4	15.8 MB
008 The Backtester Class explained (Part 1)_en.srt	4.9 KB
009 The Backtester Class explained (Part 2).mp4	14.3 MB
009 The Backtester Class explained (Part 2)_en.srt	3.7 KB
010 The Backtester Class explained (Part 3).mp4	13.9 MB
010 The Backtester Class explained (Part 3)_en.srt	3.6 KB
011 The Backtester Class explained (Part 4).mp4	26.1 MB
011 The Backtester Class explained (Part 4)_en.srt	4.5 KB
/13 - Implementation and Automation of Trading Strategies with Binance/
001 Introduction.html	0.4 KB
002 Getting started.mp4	4.2 MB
002 Getting started_en.srt	1.7 KB
003 Important notice for Binance.US users.html	0.4 KB
004 Recap Streaming and Collecting Real-Time Candles.mp4	25.9 MB
004 Recap Streaming and Collecting Real-Time Candles_en.srt	5.1 KB
005 Creating the LongOnlyTrader Class.mp4	33.6 MB
005 Creating the LongOnlyTrader Class_en.srt	6.6 KB
006 Working with historical data and real-time data (Part 1).mp4	27.8 MB
006 Working with historical data and real-time data (Part 1)_en.srt	7.6 KB
007 Working with historical data and real-time data (Part 2).mp4	15.5 MB
007 Working with historical data and real-time data (Part 2)_en.srt	3.9 KB
008 Adding a Long-Only Trading Strategy.mp4	51.6 MB
008 Adding a Long-Only Trading Strategy_en.srt	9.9 KB
009 Placing Orders and Executing Trades.mp4	56.0 MB
009 Placing Orders and Executing Trades_en.srt	8.7 KB
010 Trade Monitoring and Reporting.mp4	75.2 MB
010 Trade Monitoring and Reporting_en.srt	12.9 KB
011 How to setautomate the stop of a Trading Session.mp4	34.4 MB
011 How to setautomate the stop of a Trading Session_en.srt	5.8 KB
/14 - A Long-Short Trading Strategy A-Z/
001 Introduction.mp4	36.0 MB
001 Introduction_en.srt	6.9 KB
002 Getting started.mp4	10.7 MB
002 Getting started_en.srt	1.7 KB
003 Recap Explanatory Data Analysis and generating a Trading Idea.mp4	6.0 MB
003 Recap Explanatory Data Analysis and generating a Trading Idea_en.srt	2.3 KB
004 Defining the Long-Short Strategy.mp4	22.2 MB
004 Defining the Long-Short Strategy_en.srt	6.3 KB
005 A Long-Short Backtesting Framework.mp4	37.9 MB
005 A Long-Short Backtesting Framework_en.srt	6.4 KB
006 Strategy Backtesting.mp4	28.6 MB
006 Strategy Backtesting_en.srt	9.0 KB
007 A Long-Short Trading Framework.mp4	50.3 MB
007 A Long-Short Trading Framework_en.srt	6.4 KB
008 Implementing and Automating a Long-Short Trading Strategy.mp4	35.6 MB
008 Implementing and Automating a Long-Short Trading Strategy_en.srt	3.9 KB
009 #Troubleshooting for the next Lecture#.html	1.4 KB
010 Preview Running a Python Trader Script.mp4	49.9 MB
010 Preview Running a Python Trader Script_en.srt	8.4 KB
/15 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/
001 Introduction and Motivation.mp4	9.9 MB
001 Introduction and Motivation_en.srt	3.4 KB
004 How to create an EC2 Instance.mp4	58.3 MB
004 How to create an EC2 Instance_en.srt	9.2 KB
005 How to connect to your EC2 Instance.mp4	27.8 MB
005 How to connect to your EC2 Instance_en.srt	4.5 KB
006 Required Installations and Downloads.html	1.6 KB
007 Getting the Instance Ready for Algorithmic Trading.mp4	10.8 MB
007 Getting the Instance Ready for Algorithmic Trading_en.srt	3.6 KB
008 How to run Python Scripts in a Windows Command Prompt.mp4	12.7 MB
008 How to run Python Scripts in a Windows Command Prompt_en.srt	4.1 KB
009 #Troubleshooting#.html	0.8 KB
010 How to start Trading sessions with Batch (.bat) Files.mp4	12.8 MB
010 How to start Trading sessions with Batch (.bat) Files_en.srt	4.4 KB
011 How to schedule Trading sessions with the Task Scheduler.mp4	22.6 MB
GetFreeCourses.Co.url	0.1 KB
How you can help GetFreeCourses.Co.txt	0.2 KB
/16 - Ultimate Homework Challenge Create, Test and Implement your Strategy!/
001 Introduction.mp4	41.9 MB
001 Introduction_en.srt	13.2 KB
002 Homework-Challenge.zip	832.7 KB
002 Solution (Notebook).html	0.1 KB
003 The Solution explained (Part 1).mp4	21.0 MB
003 The Solution explained (Part 1)_en.srt	5.8 KB
004 The Solution explained (Part 2).mp4	38.3 MB
004 The Solution explained (Part 2)_en.srt	7.7 KB
005 The Solution explained (Part 3).mp4	18.7 MB
005 The Solution explained (Part 3)_en.srt	4.2 KB
/17 - +++ PART 3 Algorithmic Trading Futures Trading +++/
001 Overview.mp4	59.4 MB
001 Overview_en.srt	8.6 KB
002 Downloads for Part 3 (Updated 28122021).html	0.1 KB
002 Part3-Materials.zip	837.8 KB
/18 - Futures Trading on Binance A-Z/
001 Creating an account on Binance Futures Testnet.mp4	3.3 MB
001 Creating an account on Binance Futures Testnet_en.srt	1.0 KB
002 First Steps.mp4	23.1 MB
002 First Steps_en.srt	4.6 KB
003 The first Futures Trade (Long).mp4	85.3 MB
003 The first Futures Trade (Long)_en.srt	12.0 KB
004 Long-btc.xlsx	129.4 KB
004 Trade Analysis.mp4	43.2 MB
004 Trade Analysis_en.srt	7.9 KB
005 A trade with Leverage.mp4	30.3 MB
005 A trade with Leverage_en.srt	4.6 KB
006 The impact of Leverage.mp4	20.0 MB
006 The impact of Leverage_en.srt	6.7 KB
007 A Short Trade.mp4	31.9 MB
007 A Short Trade_en.srt	4.1 KB
008 Margin Requirements and Liquidation (Part 1).mp4	67.7 MB
008 Margin Requirements and Liquidation (Part 1)_en.srt	9.2 KB
009 Margin Requirements and Liquidation (Part 2).mp4	73.1 MB
009 Margin Requirements and Liquidation (Part 2)_en.srt	13.8 KB
010 Excursus The Futures Calculator.mp4	16.7 MB
010 Excursus The Futures Calculator_en.srt	4.4 KB
011 How to add Stop Loss to an open position.mp4	17.3 MB
011 How to add Stop Loss to an open position_en.srt	4.3 KB
012 Stop Loss (SL) and Take Profit (TP) Orders.mp4	36.3 MB
012 Stop Loss (SL) and Take Profit (TP) Orders_en.srt	4.5 KB
013 Margin Mode Cross vs. Isolated.mp4	55.4 MB
013 Margin Mode Cross vs. Isolated_en.srt	9.3 KB
014 Position Mode One-way (Netting) vs. Hedging.mp4	65.9 MB
014 Position Mode One-way (Netting) vs. Hedging_en.srt	9.6 KB
015 How to work with many open positions.mp4	46.0 MB
015 How to work with many open positions_en.srt	5.5 KB
016 Introduction to the Funding Rate.mp4	27.5 MB
016 Introduction to the Funding Rate_en.srt	4.3 KB
017 The Funding Rate explained (Part 1).mp4	14.1 MB
017 The Funding Rate explained (Part 1)_en.srt	7.6 KB
018 The Funding Rate explained (Part 2).mp4	14.1 MB
018 The Funding Rate explained (Part 2)_en.srt	8.0 KB
019 The Funding Rate explained (Part 3).mp4	11.0 MB
019 The Funding Rate explained (Part 3)_en.srt	3.7 KB
020 The Funding Rate live in action.mp4	22.2 MB
020 The Funding Rate live in action_en.srt	3.2 KB
external-assets-links.txt	0.3 KB
/19 - Backtesting Futures Trading Strategies with Leverage/
001 Introduction.mp4	42.8 MB
001 Introduction_en.srt	8.2 KB
002 Getting the Data.mp4	5.2 MB
002 Getting the Data_en.srt	1.7 KB
003 Backtesting without Leverage and Trading Costs in the Futures Market.mp4	38.2 MB
003 Backtesting without Leverage and Trading Costs in the Futures Market_en.srt	6.2 KB
004 Recap Leverage and levered Returns.mp4	2.9 MB
004 Recap Leverage and levered Returns_en.srt	1.3 KB
005 Levered Returns a more realistic approach.mp4	60.7 MB
005 Levered Returns a more realistic approach_en.srt	12.3 KB
006 The Futures Backtesting Class live in action.mp4	21.6 MB
006 The Futures Backtesting Class live in action_en.srt	6.7 KB
007 How to adjust the Framework to (levered) Futures Trading.mp4	60.9 MB
007 How to adjust the Framework to (levered) Futures Trading_en.srt	11.1 KB
008 The impact of Leverage on Trading Performance.mp4	19.3 MB
008 The impact of Leverage on Trading Performance_en.srt	6.6 KB
GetFreeCourses.Co.url	0.1 KB
How you can help GetFreeCourses.Co.txt	0.2 KB
/20 - Implementing and automating Futures Trading on Binance/
001 Introduction and Preparations.mp4	18.0 MB
001 Introduction and Preparations_en.srt	3.3 KB
002 The Binance Futures API.mp4	87.1 MB
002 The Binance Futures API_en.srt	14.2 KB
003 How to change Settings and Modes.mp4	46.2 MB
003 How to change Settings and Modes_en.srt	6.0 KB
004 Placing Market Orders (Part 1).mp4	60.6 MB
004 Placing Market Orders (Part 1)_en.srt	8.9 KB
005 Trade Analysis - Trade and Income History.mp4	40.0 MB
005 Trade Analysis - Trade and Income History_en.srt	6.0 KB
006 Placing Market Orders (Part 2).mp4	15.3 MB
006 Placing Market Orders (Part 2)_en.srt	3.6 KB
007 Getting Historical Futures Market Data.mp4	34.1 MB
007 Getting Historical Futures Market Data_en.srt	5.4 KB
008 Streaming Future Prices in real-time.mp4	25.5 MB
008 Streaming Future Prices in real-time_en.srt	5.2 KB
009 A Futures Trading Bot (Part 1).mp4	41.9 MB
009 A Futures Trading Bot (Part 1)_en.srt	8.3 KB
010 A Futures Trading Bot (Part 2).mp4	35.9 MB
010 A Futures Trading Bot (Part 2)_en.srt	8.9 KB
/21 - +++ PART 4 API Trading with other Exchanges (FTX, Kraken & co.) +++/
001 Overview.html	0.7 KB
002 Downloads for Part 4 (Updated 17 Jan 2022).html	0.1 KB
002 Part4-Materials.zip	15.3 KB
/22 - API Trading with CCXT/
001 Introduction.mp4	46.1 MB
001 Introduction_en.srt	8.0 KB
002 Preparations.mp4	10.7 MB
002 Preparations_en.srt	1.9 KB
003 First Steps with CCXT.mp4	47.9 MB
003 First Steps with CCXT_en.srt	6.7 KB
004 General Exchange Information.mp4	22.3 MB
004 General Exchange Information_en.srt	3.7 KB
005 The Public API.mp4	36.2 MB
005 The Public API_en.srt	6.2 KB
006 Loading Historical Data (Part 1).mp4	74.3 MB
006 Loading Historical Data (Part 1)_en.srt	10.7 KB
007 Loading Historical Data (Part 2).mp4	20.4 MB
007 Loading Historical Data (Part 2)_en.srt	6.1 KB
008 Streaming real-time Data (Part 1).mp4	18.1 MB
008 Streaming real-time Data (Part 1)_en.srt	6.2 KB
009 Introduction to Multithreaded Programming.mp4	11.9 MB
009 Introduction to Multithreaded Programming_en.srt	6.3 KB
010 Streaming real-time Data (Part 2).mp4	10.4 MB
010 Streaming real-time Data (Part 2)_en.srt	3.7 KB
011 Streaming real-time Data (Part 3).mp4	13.7 MB
011 Streaming real-time Data (Part 3)_en.srt	4.3 KB
012 Getting Historical Data and Streaming live Data.mp4	30.8 MB
012 Getting Historical Data and Streaming live Data_en.srt	8.4 KB
013 The Private API.mp4	19.9 MB
013 The Private API_en.srt	5.5 KB
014 How to connect to Testnets (Sandbox mode).mp4	9.8 MB
014 How to connect to Testnets (Sandbox mode)_en.srt	3.1 KB
015 Creating Orders and analyzing Trades (Spot).mp4	28.9 MB
015 Creating Orders and analyzing Trades (Spot)_en.srt	5.1 KB
016 Creating Orders and analyzing Trades (Futures).mp4	58.7 MB
016 Creating Orders and analyzing Trades (Futures)_en.srt	7.4 KB
017 A CCXT Spot Trading Bot.mp4	70.0 MB
017 A CCXT Spot Trading Bot_en.srt	10.0 KB
018 Excursus Generalization.mp4	25.1 MB
018 Excursus Generalization_en.srt	5.1 KB
019 A CCXT Futures Trading Bot.mp4	39.8 MB
019 A CCXT Futures Trading Bot_en.srt	10.0 KB
/23 - API Trading with FTX/
001 Introduction.mp4	23.9 MB
001 Introduction_en.srt	6.5 KB
002 How to get a 5% Discount on Trading Commissions (FTX.com).html	0.6 KB
003 Creating accounts on FTX.com and FTX.us.mp4	20.5 MB
003 Creating accounts on FTX.com and FTX.us_en.srt	5.1 KB
004 FTX and CCXT - an Overview.mp4	33.2 MB
004 FTX and CCXT - an Overview_en.srt	6.0 KB
005 What you should consider for Backtesting.mp4	39.1 MB
005 What you should consider for Backtesting_en.srt	5.7 KB
006 An FTX Spot Trading Bot.mp4	31.7 MB
006 An FTX Spot Trading Bot_en.srt	5.4 KB
007 Futures Trading on FTX.mp4	59.1 MB
007 Futures Trading on FTX_en.srt	9.4 KB
008 An FTX Futures Trading Bot.mp4	44.5 MB
008 An FTX Futures Trading Bot_en.srt	7.5 KB
/24 - +++ APPENDIX Python Crash Course +++/
001 Introduction and Overview.mp4	6.4 MB
001 Introduction and Overview_en.srt	3.1 KB
002 Appendix Downloads.html	0.1 KB
002 Appendix-Materials.zip	1.3 MB
/25 - Appendix 1 Python (& Finance) Basics/
001 Intro to the Time Value of Money (TVM) Concept (Theory).mp4	8.9 MB
001 Intro to the Time Value of Money (TVM) Concept (Theory)_en.srt	7.4 KB
002 Calculate Future Values (FV) with Python Compounding.mp4	7.4 MB
002 Calculate Future Values (FV) with Python Compounding_en.srt	4.4 KB
003 Calculate Present Values (FV) with Python Discounting.mp4	10.5 MB
003 Calculate Present Values (FV) with Python Discounting_en.srt	3.1 KB
004 Interest Rates and Returns (Theory).mp4	7.4 MB
004 Interest Rates and Returns (Theory)_en.srt	6.0 KB
005 Calculate Interest Rates and Returns with Python.mp4	9.4 MB
005 Calculate Interest Rates and Returns with Python_en.srt	5.0 KB
006 Introduction to Variables.mp4	11.6 MB
006 Introduction to Variables_en.srt	6.6 KB
007 Excursus How to add inline comments.mp4	6.1 MB
007 Excursus How to add inline comments_en.srt	3.6 KB
008 Variables and Memory (Theory).mp4	2.9 MB
008 Variables and Memory (Theory)_en.srt	2.4 KB
009 More on Variables and Memory.mp4	13.4 MB
009 More on Variables and Memory_en.srt	8.3 KB
010 Variables - Dos, Don´ts and Conventions.mp4	10.2 MB
010 Variables - Dos, Don´ts and Conventions_en.srt	4.8 KB
011 The print() Function.mp4	9.5 MB
011 The print() Function_en.srt	5.3 KB
012 Coding Exercise 1.mp4	39.2 MB
012 Coding Exercise 1_en.srt	11.5 KB
013 TVM Problems with many Cashflows.mp4	6.2 MB
013 TVM Problems with many Cashflows_en.srt	4.4 KB
014 Intro to Python Lists.mp4	4.4 MB
014 Intro to Python Lists_en.srt	2.9 KB
015 Zero-based Indexing and negative Indexing in Python (Theory).mp4	4.0 MB
015 Zero-based Indexing and negative Indexing in Python (Theory)_en.srt	3.6 KB
016 Indexing Lists.mp4	8.4 MB
016 Indexing Lists_en.srt	3.9 KB
017 For Loops - Iterating over Lists.mp4	18.0 MB
017 For Loops - Iterating over Lists_en.srt	10.2 KB
018 The range Object - another Iterable.mp4	9.9 MB
018 The range Object - another Iterable_en.srt	6.2 KB
019 Calculate FV and PV for many Cashflows.mp4	18.7 MB
019 Calculate FV and PV for many Cashflows_en.srt	9.3 KB
020 The Net Present Value - NPV (Theory).mp4	16.1 MB
020 The Net Present Value - NPV (Theory)_en.srt	9.9 KB
021 Calculate an Investment Project´s NPV.mp4	8.4 MB
021 Calculate an Investment Project´s NPV_en.srt	3.9 KB
022 Coding Exercise 2.mp4	25.2 MB
022 Coding Exercise 2_en.srt	10.3 KB
023 Data Types in Action.mp4	15.3 MB
023 Data Types in Action_en.srt	7.7 KB
024 The Data Type Hierarchy (Theory).mp4	5.5 MB
024 The Data Type Hierarchy (Theory)_en.srt	4.6 KB
025 Excursus Dynamic Typing in Python.mp4	3.1 MB
025 Excursus Dynamic Typing in Python_en.srt	2.2 KB
026 Build-in Functions.mp4	15.3 MB
026 Build-in Functions_en.srt	7.9 KB
027 Integers.mp4	6.3 MB
027 Integers_en.srt	4.1 KB
028 Floats.mp4	13.2 MB
028 Floats_en.srt	7.0 KB
029 How to round Floats (and Integers) with round().mp4	11.3 MB
029 How to round Floats (and Integers) with round()_en.srt	6.6 KB
030 More on Lists.mp4	14.1 MB
030 More on Lists_en.srt	6.7 KB
031 Lists and Element-wise Operations.mp4	10.8 MB
031 Lists and Element-wise Operations_en.srt	5.5 KB
032 Slicing Lists.mp4	9.7 MB
032 Slicing Lists_en.srt	5.2 KB
033 Slicing Cheat Sheet.html	0.1 KB
033 Slicing-cheatsheet.pdf	107.8 KB
034 Changing Elements in Lists.mp4	7.3 MB
034 Changing Elements in Lists_en.srt	3.4 KB
035 Sorting and Reversing Lists.mp4	7.6 MB
035 Sorting and Reversing Lists_en.srt	4.7 KB
036 Adding and removing Elements fromto Lists.mp4	24.8 MB
036 Adding and removing Elements fromto Lists_en.srt	11.9 KB
037 Mutable vs. immutable Objects (Part 1).mp4	20.2 MB
037 Mutable vs. immutable Objects (Part 1)_en.srt	11.1 KB
038 Mutable vs. immutable Objects (Part 2).mp4	13.7 MB
038 Mutable vs. immutable Objects (Part 2)_en.srt	6.2 KB
039 Coding Exercise 3.mp4	45.1 MB
039 Coding Exercise 3_en.srt	13.6 KB
040 Tuples.mp4	17.8 MB
040 Tuples_en.srt	8.6 KB
041 Dictionaries.mp4	18.8 MB
041 Dictionaries_en.srt	8.3 KB
042 Intro to Strings.mp4	34.3 MB
042 Intro to Strings_en.srt	10.5 KB
043 String Replacement.mp4	9.7 MB
043 String Replacement_en.srt	5.0 KB
044 Booleans.mp4	5.4 MB
044 Booleans_en.srt	3.1 KB
045 Operators (Theory).mp4	6.5 MB
045 Operators (Theory)_en.srt	5.5 KB
046 Comparison, Logical and Membership Operators in Action.mp4	22.0 MB
046 Comparison, Logical and Membership Operators in Action_en.srt	10.1 KB
047 Coding Exercise 4.mp4	38.5 MB
047 Coding Exercise 4_en.srt	11.4 KB
048 Conditional Statements.mp4	23.3 MB
048 Conditional Statements_en.srt	10.9 KB
049 Keywords pass, continue and break.mp4	20.9 MB
049 Keywords pass, continue and break_en.srt	12.0 KB
050 Calculate a Project´s Payback Period.mp4	13.0 MB
050 Calculate a Project´s Payback Period_en.srt	5.8 KB
051 Introduction to while loops.mp4	21.0 MB
051 Introduction to while loops_en.srt	9.3 KB
052 Coding Exercise 5.html	0.2 KB
/26 - Appendix 2 User-defined Functions/
001 Defining your first user-defined Function.mp4	23.3 MB
001 Defining your first user-defined Function_en.srt	7.6 KB
002 What´s the difference between Positional Arguments vs. Keyword Arguments.mp4	30.7 MB
002 What´s the difference between Positional Arguments vs. Keyword Arguments_en.srt	7.7 KB
003 How to work with Default Arguments.mp4	19.3 MB
003 How to work with Default Arguments_en.srt	7.2 KB
004 The Default Argument None.mp4	19.1 MB
004 The Default Argument None_en.srt	8.0 KB
005 How to unpack Iterables.mp4	13.1 MB
005 How to unpack Iterables_en.srt	5.6 KB
006 Sequences as arguments and args.mp4	22.3 MB
006 Sequences as arguments and args_en.srt	6.5 KB
007 How to return many results.mp4	6.2 MB
007 How to return many results_en.srt	3.4 KB
008 Scope - easily explained.mp4	23.7 MB
008 Scope - easily explained_en.srt	10.3 KB
009 Coding Exercise 6.html	0.2 KB
/27 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/
001 Modules, Packages and Libraries - No need to reinvent the Wheel.mp4	21.8 MB
002 Numpy Arrays.mp4	22.4 MB
002 Numpy Arrays_en.srt	9.7 KB
003 Indexing and Slicing Numpy Arrays.mp4	6.9 MB
003 Indexing and Slicing Numpy Arrays_en.srt	3.4 KB
004 Vectorized Operations with Numpy Arrays.mp4	12.7 MB
004 Vectorized Operations with Numpy Arrays_en.srt	4.8 KB
005 Changing Elements in Numpy Arrays & Mutability.mp4	20.3 MB
005 Changing Elements in Numpy Arrays & Mutability_en.srt	6.9 KB
006 View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4	11.2 MB
006 View vs. copy - potential Pitfalls when slicing Numpy Arrays_en.srt	5.9 KB
007 Numpy Array Methods and Attributes.mp4	11.4 MB
007 Numpy Array Methods and Attributes_en.srt	6.1 KB
008 Numpy Universal Functions.mp4	9.4 MB
008 Numpy Universal Functions_en.srt	4.8 KB
009 Boolean Arrays and Conditional Filtering.mp4	10.1 MB
009 Boolean Arrays and Conditional Filtering_en.srt	5.9 KB
010 Advanced Filtering & Bitwise Operators.mp4	19.4 MB
010 Advanced Filtering & Bitwise Operators_en.srt	7.6 KB
011 Determining a Project´s Payback Period with np.where().mp4	14.1 MB
011 Determining a Project´s Payback Period with np.where()_en.srt	6.0 KB
012 Creating Numpy Arrays from Scratch.mp4	29.5 MB
012 Creating Numpy Arrays from Scratch_en.srt	6.6 KB
013 Coding Exercise 7.html	0.2 KB
014 How to work with nested Lists.mp4	9.9 MB
014 How to work with nested Lists_en.srt	5.6 KB
015 2-dimensional Numpy Arrays.mp4	11.2 MB
015 2-dimensional Numpy Arrays_en.srt	4.8 KB
016 How to slice 2-dim Numpy Arrays (Part 1).mp4	23.9 MB
016 How to slice 2-dim Numpy Arrays (Part 1)_en.srt	7.3 KB
017 How to slice 2-dim Numpy Arrays (Part 2).mp4	4.8 MB
017 How to slice 2-dim Numpy Arrays (Part 2)_en.srt	2.6 KB
018 Recap Changing Elements in a Numpy Array slice.mp4	11.4 MB
018 Recap Changing Elements in a Numpy Array slice_en.srt	4.5 KB
019 How to perform row-wise and column-wise Operations.mp4	15.8 MB
019 How to perform row-wise and column-wise Operations_en.srt	5.7 KB
020 Coding Exercise 8.html	0.2 KB
021 Intro to Tabular Data Pandas.mp4	11.1 MB
021 Intro to Tabular Data Pandas_en.srt	5.8 KB
022 Create your very first Pandas DataFrame (from csv).mp4	61.6 MB
022 Create your very first Pandas DataFrame (from csv)_en.srt	10.9 KB
023 Pandas Display Options and the methods head() & tail().mp4	31.4 MB
023 Pandas Display Options and the methods head() & tail()_en.srt	8.2 KB
024 First Data Inspection.mp4	45.7 MB
024 First Data Inspection_en.srt	14.9 KB
025 Coding Exercise 9.html	0.2 KB
026 Selecting Columns.mp4	21.8 MB
026 Selecting Columns_en.srt	6.6 KB
027 Selecting one Column with the dot notation.mp4	4.6 MB
027 Selecting one Column with the dot notation_en.srt	2.9 KB
028 Zero-based Indexing and Negative Indexing.mp4	6.4 MB
028 Zero-based Indexing and Negative Indexing_en.srt	4.1 KB
029 Selecting Rows with iloc (position-based indexing).mp4	64.3 MB
029 Selecting Rows with iloc (position-based indexing)_en.srt	12.0 KB
030 Slicing Rows and Columns with iloc (position-based indexing).mp4	13.9 MB
030 Slicing Rows and Columns with iloc (position-based indexing)_en.srt	5.5 KB
031 pandas-iloc.pdf	73.7 KB
031 Position-based Indexing Cheat Sheets.html	0.4 KB
032 Selecting Rows with loc (label-based indexing).mp4	21.2 MB
032 Selecting Rows with loc (label-based indexing)_en.srt	3.9 KB
033 Slicing Rows and Columns with loc (label-based indexing).mp4	70.6 MB
033 Slicing Rows and Columns with loc (label-based indexing)_en.srt	11.9 KB
034 Label-based Indexing Cheat Sheets.html	0.7 KB
034 Pandas-loc.pdf	69.4 KB
035 Summary, Best Practices and Outlook.mp4	32.5 MB
035 Summary, Best Practices and Outlook_en.srt	8.2 KB
036 Coding Exercise 10.html	0.2 KB
037 First Steps with Pandas Series.mp4	15.2 MB
037 First Steps with Pandas Series_en.srt	5.0 KB
040 The copy() method.mp4	16.7 MB
040 The copy() method_en.srt	5.6 KB
041 Sorting of Series and Introduction to the inplace - parameter.mp4	18.1 MB
042 First Steps with Pandas Index Objects.mp4	28.5 MB
042 First Steps with Pandas Index Objects_en.srt	7.1 KB
043 Changing Row Index with set_index() and reset_index().mp4	61.6 MB
043 Changing Row Index with set_index() and reset_index()_en.srt	12.5 KB
044 Changing Column Labels.mp4	11.0 MB
044 Changing Column Labels_en.srt	4.0 KB
045 Renaming Index & Column Labels with rename().mp4	22.1 MB
045 Renaming Index & Column Labels with rename()_en.srt	4.9 KB
046 Filtering DataFrames (one Condition).mp4	25.0 MB
046 Filtering DataFrames (one Condition)_en.srt	13.2 KB
047 Filtering DataFrames by many Conditions (AND).mp4	10.6 MB
047 Filtering DataFrames by many Conditions (AND)_en.srt	5.6 KB
048 Filtering DataFrames by many Conditions (OR).mp4	13.7 MB
048 Filtering DataFrames by many Conditions (OR)_en.srt	5.8 KB
049 Advanced Filtering with between(), isin() and ~.mp4	43.9 MB
049 Advanced Filtering with between(), isin() and ~_en.srt	9.6 KB
050 Intro to NA Values missing Values.mp4	25.2 MB
050 Intro to NA Values missing Values_en.srt	11.3 KB
051 Handling NA Values missing Values.mp4	35.8 MB
051 Handling NA Values missing Values_en.srt	13.6 KB
052 Exporting DataFrames to csv.mp4	6.4 MB
052 Exporting DataFrames to csv_en.srt	2.7 KB
053 Summary Statistics and Accumulations.mp4	23.7 MB
053 Summary Statistics and Accumulations_en.srt	12.3 KB
054 Visualization with Matplotlib (Intro).mp4	54.2 MB
054 Visualization with Matplotlib (Intro)_en.srt	11.2 KB
055 Customization of Plots.mp4	69.0 MB
055 Customization of Plots_en.srt	14.9 KB
056 Histogramms (Part 1).mp4	11.5 MB
056 Histogramms (Part 1)_en.srt	5.6 KB
057 Histogramms (Part 2).mp4	16.1 MB
057 Histogramms (Part 2)_en.srt	8.2 KB
058 Scatterplots.mp4	18.3 MB
058 Scatterplots_en.srt	8.6 KB
059 First Steps with Seaborn.mp4	12.7 MB
059 First Steps with Seaborn_en.srt	7.1 KB
060 Categorical Seaborn Plots.mp4	58.4 MB
060 Categorical Seaborn Plots_en.srt	17.6 KB
061 Seaborn Regression Plots.mp4	54.0 MB
061 Seaborn Regression Plots_en.srt	14.6 KB
062 Seaborn Heatmaps.mp4	20.8 MB
062 Seaborn Heatmaps_en.srt	10.6 KB
063 Removing Columns.mp4	19.1 MB
063 Removing Columns_en.srt	6.3 KB
064 Introduction to GroupBy Operations.mp4	4.2 MB
064 Introduction to GroupBy Operations_en.srt	2.7 KB
065 Understanding the GroupBy Object.mp4	20.8 MB
065 Understanding the GroupBy Object_en.srt	10.4 KB
066 Splitting with many Keys.mp4	33.5 MB
066 Splitting with many Keys_en.srt	8.4 KB
067 split-apply-combine.mp4	33.5 MB
067 split-apply-combine_en.srt	12.4 KB
GetFreeCourses.Co.url	0.1 KB
How you can help GetFreeCourses.Co.txt	0.2 KB
/28 - Appendix 4 Advanced Pandas Time Series Topics/
001 Helpful DatetimeIndex Attributes and Methods.mp4	29.9 MB
001 Helpful DatetimeIndex Attributes and Methods_en.srt	7.6 KB
002 Filling NA Values with bfill, ffill and interpolation.mp4	37.9 MB
002 Filling NA Values with bfill, ffill and interpolation_en.srt	12.4 KB
003 Timezones and Converting (Part 1).mp4	17.6 MB
003 Timezones and Converting (Part 1)_en.srt	5.5 KB
004 Timezones and Converting (Part 2).mp4	27.8 MB
004 Timezones and Converting (Part 2)_en.srt	5.8 KB
/29 - Appendix 5 Object Oriented Programming (OOP) Creating a Finance Class/
001 Introduction to OOP and examples for Classes.mp4	57.6 MB
001 Introduction to OOP and examples for Classes_en.srt	13.0 KB
002 The Financial Analysis Class live in action (Part 1).mp4	14.9 MB
002 The Financial Analysis Class live in action (Part 1)_en.srt	5.5 KB
003 The Financial Analysis Class live in action (Part 2).mp4	12.8 MB
003 The Financial Analysis Class live in action (Part 2)_en.srt	4.4 KB
004 The special method __init__().mp4	25.8 MB
004 The special method __init__()_en.srt	9.3 KB
005 The method get_data().mp4	25.7 MB
005 The method get_data()_en.srt	7.1 KB
006 The method log_returns().mp4	11.4 MB
006 The method log_returns()_en.srt	3.6 KB
007 String representation and the special method __repr__().mp4	14.1 MB
008 The methods plot_prices() and plot_returns().mp4	14.0 MB
008 The methods plot_prices() and plot_returns()_en.srt	6.3 KB
009 Encapsulation and protected Attributes.mp4	20.2 MB
009 Encapsulation and protected Attributes_en.srt	4.7 KB
010 The method set_ticker().mp4	20.3 MB
010 The method set_ticker()_en.srt	3.6 KB
011 Adding more methods and performance metrics.mp4	22.0 MB
011 Adding more methods and performance metrics_en.srt	6.7 KB
012 Inheritance.mp4	79.9 MB
012 Inheritance_en.srt	9.7 KB
013 Inheritance and the super() Function.mp4	43.2 MB
013 Inheritance and the super() Function_en.srt	7.5 KB
014 Adding meaningful Docstrings.mp4	41.1 MB
014 Adding meaningful Docstrings_en.srt	7.7 KB
015 Creating and Importing Python Modules (.py).mp4	11.5 MB
015 Creating and Importing Python Modules (.py)_en.srt	4.7 KB
016 Coding Exercise Create your own Class.mp4	21.1 MB
016 Coding Exercise Create your own Class_en.srt	8.9 KB
/30 - What´s next (outlook and additional resources)/
001 Bonus Lecture.html	12.2 KB
Total files 767