FreeCourseSite com Udemy Algorithmic Trading with Python Machine Learning AWS

FreeCourseSite com Udemy Algorithmic Trading with Python Machine Learning AWS

Name	[FreeCourseSite.com] Udemy - Algorithmic Trading A-Z with Python, Machine Learning & AWS	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	12.7 GB
Total Files	1025
Last Seen	2025-05-22 00:42
Hash	D6D77B81839AA1660543B2F21E22285075FE3B9D

/0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/01 - Getting Started/
001 Overview.pdf	488.2 KB
001 What is Algorithmic Trading Course Overview.mp4	40.1 MB
001 What is Algorithmic Trading Course Overview_en.srt	6.3 KB
002 How to get the best out of this course.mp4	37.6 MB
002 How to get the best out of this course_en.srt	7.1 KB
003 Did you know... (what Data can tell us about Day Trading).mp4	41.1 MB
003 Did you know... (what Data can tell us about Day Trading)_en.srt	5.6 KB
003 did-you-know.pdf	439.6 KB
004 Student FAQ.html	10.3 KB
005 LEGAL DISCLAIMER (MUST READ!).html	2.6 KB
/02 - +++ PART 1 Day Trading, Online Brokers and APIs +++/
001 Our very first Trade.mp4	8.0 MB
001 Our very first Trade_en.srt	2.2 KB
002 Long Term Investing vs. (Algorithmic) Day Trading.mp4	32.4 MB
002 Long Term Investing vs. (Algorithmic) Day Trading_en.srt	5.7 KB
002 Trading-vs-investing.pdf	542.5 KB
003 Spot Trading vs. Derivatives Trading (Part 1).mp4	54.7 MB
003 Spot Trading vs. Derivatives Trading (Part 1)_en.srt	10.2 KB
003 Spot-vs-Futures.pdf	259.8 KB
004 Spot Trading vs. Derivatives Trading (Part 2).mp4	52.4 MB
004 Spot Trading vs. Derivatives Trading (Part 2)_en.srt	10.4 KB
005 Overview & the Brokers OANDA, IBKR and FXCM.mp4	43.2 MB
005 Overview & the Brokers OANDA, IBKR and FXCM_en.srt	7.9 KB
/03 - Day Trading with OANDA A-Z a Deep Dive/
001 OANDA at a first glance.mp4	85.5 MB
001 OANDA at a first glance_en.srt	11.2 KB
002 Creating a fully functional Demo Account - in all CountriesRegions!.html	1.2 KB
003 How to create an Account Update May 2023.mp4	27.9 MB
003 How to create an Account Update May 2023_en.srt	11.8 KB
004 Currency.pdf	116.4 KB
004 FOREX Currency Exchange Rates explained.mp4	31.2 MB
004 FOREX Currency Exchange Rates explained_en.srt	10.0 KB
005 Our second Trade - EURUSD FOREX Trading.mp4	45.0 MB
005 Our second Trade - EURUSD FOREX Trading_en.srt	4.9 KB
006 How to calculate Profit & Loss of a Trade.mp4	31.6 MB
006 How to calculate Profit & Loss of a Trade_en.srt	7.6 KB
006 Long-EUR.xlsx	41.0 KB
007 Trading Costs and Performance Attribution.mp4	44.6 MB
007 Trading Costs and Performance Attribution_en.srt	12.8 KB
007 spread.pdf	114.9 KB
008 Margin and Leverage.mp4	70.7 MB
008 Margin and Leverage_en.srt	8.4 KB
009 Margin Closeout and more.mp4	35.5 MB
009 Margin Closeout and more_en.srt	8.4 KB
010 Candlestick.pdf	94.8 KB
010 Introduction to Charting.mp4	29.9 MB
010 Introduction to Charting_en.srt	5.9 KB
011 Our third Trade A-Z - Going Short EURUSD.mp4	33.9 MB
011 Our third Trade A-Z - Going Short EURUSD_en.srt	8.1 KB
011 Short-EUR.xlsx	36.3 KB
012 Netting vs. Hedging.mp4	34.5 MB
012 Netting vs. Hedging_en.srt	7.7 KB
013 Market, Limit and Stop Orders.mp4	21.2 MB
013 Market, Limit and Stop Orders_en.srt	6.2 KB
014 Take-Profit and Stop-Loss Orders.mp4	12.8 MB
014 Take-Profit and Stop-Loss Orders_en.srt	4.0 KB
015 A more general Example.mp4	19.1 MB
015 A more general Example_en.srt	4.8 KB
016 Trading Challenge.html	0.6 KB
/04 - Stocks and FOREX Trading with Interactive Brokers (IBKR)/
001 IBKR at a first glance.mp4	43.4 MB
001 IBKR at a first glance_en.srt	4.3 KB
002 How to create a (Paper Trading) Account.mp4	13.7 MB
002 How to create a (Paper Trading) Account_en.srt	4.8 KB
003 How to Install the IB Trader Workstation (TWS).mp4	19.0 MB
003 How to Install the IB Trader Workstation (TWS)_en.srt	3.9 KB
004 TWS - First Steps.mp4	36.8 MB
004 TWS - First Steps_en.srt	4.3 KB
005 The first Trade (buying Stocks).mp4	43.0 MB
005 The first Trade (buying Stocks)_en.srt	7.1 KB
006 Trading Hours.mp4	20.6 MB
006 Trading Hours_en.srt	5.2 KB
007 Cash Account vs. Margin Account.mp4	14.6 MB
007 Cash Account vs. Margin Account_en.srt	4.7 KB
008 IBKR-Stocks.xlsx	379.5 KB
008 Trading Costs (Stocks) - Commissions.mp4	70.8 MB
008 Trading Costs (Stocks) - Commissions_en.srt	10.7 KB
009 Trading Costs (Stocks) - other (hidden) Costs.mp4	45.1 MB
009 Trading Costs (Stocks) - other (hidden) Costs_en.srt	7.6 KB
010 FOREX Trading Cash vs. CFD.mp4	43.0 MB
010 FOREX Trading Cash vs. CFD_en.srt	9.8 KB
010 IBKR-CFD.xlsx	63.0 KB
011 A complete CFD FOREX Trade.mp4	17.5 MB
011 A complete CFD FOREX Trade_en.srt	6.0 KB
012 CFD Trade Analysis.mp4	8.4 MB
012 CFD Trade Analysis_en.srt	3.3 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/05 - FOREX Day Trading with FXCM/
001 Important Info April 2023.html	0.7 KB
002 FXCM at a first glance.mp4	60.9 MB
002 FXCM at a first glance_en.srt	7.3 KB
003 How to create an Account.mp4	26.5 MB
003 How to create an Account_en.srt	7.6 KB
004 Example Trade Buying EURUSD.mp4	13.8 MB
004 Example Trade Buying EURUSD_en.srt	3.5 KB
005 Long-EUR-fxcm.xlsx	27.0 KB
005 Trade Analysis.mp4	11.9 MB
005 Trade Analysis_en.srt	4.1 KB
006 Charting.mp4	6.1 MB
006 Charting_en.srt	1.5 KB
007 Closing Positions vs. Hedging Positions.mp4	9.7 MB
007 Closing Positions vs. Hedging Positions_en.srt	2.6 KB
008 Order Types at a glance.mp4	16.2 MB
008 Order Types at a glance_en.srt	4.1 KB
009 Trading Challenge.html	0.5 KB
/06 - Installing Python and Jupyter Notebooks/
001 Introduction.mp4	4.4 MB
001 Introduction_en.srt	2.1 KB
002 Download and Install Anaconda.mp4	29.5 MB
002 Download and Install Anaconda_en.srt	7.4 KB
003 How to open Jupyter Notebooks.mp4	77.2 MB
003 How to open Jupyter Notebooks_en.srt	13.7 KB
004 How to work with Jupyter Notebooks.mp4	52.5 MB
004 How to work with Jupyter Notebooks_en.srt	20.5 KB
005 Tips for Python Beginners.mp4	2.6 MB
005 Tips for Python Beginners_en.srt	1.5 KB
/07 - 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	18.9 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	7.9 MB
008 Misuse of function names and keywords_en.srt	3.2 KB
009 TypeErrors and ValueErrors.mp4	14.6 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
/08 - API Trading with Python and Online Brokers- an Introduction/
001 Overview.mp4	2.2 MB
001 Overview_en.srt	1.4 KB
002 OANDA Commands to install required packages.html	0.4 KB
003 OANDA How to install the OANDA API Wrapper.mp4	14.9 MB
003 OANDA How to install the OANDA API Wrapper_en.srt	3.7 KB
004 OANDA Getting the API Key & other Preparations.mp4	18.3 MB
004 OANDA Getting the API Key & other Preparations_en.srt	5.9 KB
004 Oanda-firststeps.zip	1.2 KB
005 OANDA Connecting to the APIServer.mp4	47.5 MB
005 OANDA Connecting to the APIServer_en.srt	8.4 KB
006 OANDA How to load Historical Price Data (Part 1).mp4	60.1 MB
006 OANDA How to load Historical Price Data (Part 1)_en.srt	8.5 KB
007 OANDA How to load Historical Price Data (Part 2).mp4	18.5 MB
007 OANDA How to load Historical Price Data (Part 2)_en.srt	4.1 KB
008 OANDA Streaming high-frequency real-time Data.mp4	12.9 MB
008 OANDA Streaming high-frequency real-time Data_en.srt	4.1 KB
009 OANDA How to place Orders and execute Trades.mp4	37.4 MB
009 OANDA How to place Orders and execute Trades_en.srt	10.7 KB
010 Trading Challenge.html	0.4 KB
011 IBKR API Downloads and required Commands to install the Wrapper.html	0.4 KB
011 Interactive-Brokers-firststeps.zip	184.5 KB
012 IBKR How to download and install the API Wrapper & other Preparations.mp4	12.8 MB
012 IBKR How to download and install the API Wrapper & other Preparations_en.srt	3.3 KB
013 IBKR Connecting to the API.mp4	21.7 MB
013 IBKR Connecting to the API_en.srt	3.9 KB
014 IBKR Contracts.mp4	30.6 MB
014 IBKR Contracts_en.srt	6.0 KB
015 IBKR How to get Market Data.mp4	53.0 MB
015 IBKR How to get Market Data_en.srt	8.4 KB
016 IBKR Data Streaming for Multiple Tickers.mp4	12.7 MB
016 IBKR Data Streaming for Multiple Tickers_en.srt	2.5 KB
017 IBKR Contracts (advanced).mp4	65.0 MB
017 IBKR Contracts (advanced)_en.srt	6.5 KB
018 IBKR FOREX and CFD Contracts.mp4	10.4 MB
018 IBKR FOREX and CFD Contracts_en.srt	3.3 KB
019 IBKR Creating Orders (Stock Trading).mp4	90.8 MB
019 IBKR Creating Orders (Stock Trading)_en.srt	10.0 KB
020 IBKR Creating Orders (CFD Trading).mp4	14.1 MB
020 IBKR Creating Orders (CFD Trading)_en.srt	1.6 KB
021 IBKR CFD Trade Information.mp4	46.8 MB
021 IBKR CFD Trade Information_en.srt	6.5 KB
022 IBKR Positions and Account Values.mp4	39.3 MB
022 IBKR Positions and Account Values_en.srt	4.2 KB
023 IBKR Historical Bars.mp4	43.7 MB
023 IBKR Historical Bars_en.srt	7.4 KB
024 FXCM Important Info April 2023.html	0.7 KB
025 FXCM Commands to install required packages.html	0.6 KB
026 FXCM How to install the FXCM API Wrapper.mp4	30.1 MB
026 FXCM How to install the FXCM API Wrapper_en.srt	3.6 KB
027 FXCM Getting the Access Token & other Preparations.mp4	13.5 MB
027 FXCM Getting the Access Token & other Preparations_en.srt	3.4 KB
027 FXCM-firststeps.zip	1.5 KB
028 FXCM Connecting to the APIServer.mp4	36.0 MB
028 FXCM Connecting to the APIServer_en.srt	8.3 KB
029 Troubleshooting FXCM Server Connection Issues.html	4.1 KB
030 FXCM How to load Historical Price Data (Part 1).mp4	51.7 MB
030 FXCM How to load Historical Price Data (Part 1)_en.srt	7.0 KB
031 FXCM How to load Historical Price Data (Part 2).mp4	24.2 MB
031 FXCM How to load Historical Price Data (Part 2)_en.srt	5.4 KB
032 FXCM Streaming high-frequency real-time Data.mp4	43.8 MB
032 FXCM Streaming high-frequency real-time Data_en.srt	7.4 KB
033 FXCM How to place Orders and execute Trades.mp4	42.3 MB
033 FXCM How to place Orders and execute Trades_en.srt	8.0 KB
034 Trading Challenge.html	0.4 KB
/09 - Conclusion and Outlook/
001 Conclusion and Outlook.mp4	1.8 MB
001 Conclusion and Outlook_en.srt	0.9 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/10 - +++ PART 2 Pandas for Financial Data Analysis and Introduction to OOP +++/
001 Introduction and Downloads Part 2 Updated March 2023.mp4	7.2 MB
001 Introduction and Downloads Part 2 Updated March 2023_en.srt	3.4 KB
001 Part2-Materials.zip	1.1 MB
/11 - Introduction to Time Series Data in Pandas/
001 Importing Time Series Data from csv-files.mp4	21.1 MB
001 Importing Time Series Data from csv-files_en.srt	10.2 KB
002 Converting strings to datetime objects with pd.to_datetime().mp4	39.8 MB
002 Converting strings to datetime objects with pd.to_datetime()_en.srt	11.4 KB
003 Indexing and Slicing Time Series.mp4	39.3 MB
003 Indexing and Slicing Time Series_en.srt	8.3 KB
004 Downsampling Time Series with resample().mp4	58.1 MB
004 Downsampling Time Series with resample()_en.srt	17.1 KB
005 Coding Exercise 1.mp4	28.6 MB
005 Coding Exercise 1_en.srt	6.0 KB
/12 - Financial Data Analysis with Python and Pandas - a (deep) Introduction/
001 Introduction and Overview.mp4	26.0 MB
001 Introduction and Overview_en.srt	4.9 KB
002 Installing and importing required LibrariesPackages.mp4	6.1 MB
002 Installing and importing required LibrariesPackages_en.srt	2.6 KB
003 Loading Financial Data from the Web.mp4	78.0 MB
003 Loading Financial Data from the Web_en.srt	12.5 KB
004 Initial Inspection and Visualization.mp4	82.3 MB
004 Initial Inspection and Visualization_en.srt	13.9 KB
005 [Article] Loading Data into Pandas - advanced topics.html	0.2 KB
006 Normalizing Time Series to a Base Value (100).mp4	38.4 MB
006 Normalizing Time Series to a Base Value (100)_en.srt	7.0 KB
007 Coding Challenge #1.mp4	41.6 MB
007 Coding Challenge #1_en.srt	5.9 KB
008 Price changes and Financial Returns.mp4	49.0 MB
008 Price changes and Financial Returns_en.srt	10.7 KB
009 Reward and Risk of Financial Instruments.mp4	20.8 MB
009 Reward and Risk of Financial Instruments_en.srt	6.8 KB
010 Coding Challenge #2.html	0.4 KB
011 Investment Multiple and CAGR.mp4	38.4 MB
011 Investment Multiple and CAGR_en.srt	7.5 KB
012 Compound Returns & Geometric Mean Return.mp4	25.4 MB
012 Compound Returns & Geometric Mean Return_en.srt	4.6 KB
013 Coding Challenge #3.html	0.4 KB
014 Discrete Compounding.mp4	62.4 MB
014 Discrete Compounding_en.srt	9.5 KB
015 Continuous Compounding.mp4	34.3 MB
015 Continuous Compounding_en.srt	6.4 KB
016 Log Returns.mp4	9.3 MB
016 Log Returns_en.srt	2.7 KB
017 Simple Returns vs Log Returns ( Part 1).mp4	30.9 MB
017 Simple Returns vs Log Returns ( Part 1)_en.srt	7.3 KB
018 Simple Returns vs Log Returns ( Part 2).mp4	24.6 MB
018 Simple Returns vs Log Returns ( Part 2)_en.srt	6.9 KB
019 Coding Challenge #4.html	0.4 KB
020 Comparing the Performance of Financial Instruments.mp4	70.7 MB
020 Comparing the Performance of Financial Instruments_en.srt	10.8 KB
021 (Non-) Normality of Financial Returns.mp4	72.5 MB
021 (Non-) Normality of Financial Returns_en.srt	14.2 KB
022 Annualizing Return and Risk.mp4	16.7 MB
022 Annualizing Return and Risk_en.srt	5.6 KB
023 Resampling Smoothing of Financial Data.mp4	42.4 MB
023 Resampling Smoothing of Financial Data_en.srt	8.9 KB
024 Rolling Statistics.mp4	37.2 MB
024 Rolling Statistics_en.srt	10.2 KB
025 Coding Challenge #5.html	0.6 KB
026 Short Selling and Short Position Returns (Part 1).mp4	8.9 MB
026 Short Selling and Short Position Returns (Part 1)_en.srt	3.7 KB
027 Short Selling and Short Position Returns (Part 2).mp4	24.5 MB
027 Short Selling and Short Position Returns (Part 2)_en.srt	5.0 KB
028 Short Selling and Short Position Returns (Part 3).mp4	24.3 MB
028 Short Selling and Short Position Returns (Part 3)_en.srt	4.8 KB
029 Coding Challenge #6.html	0.4 KB
030 Covariance and Correlation.mp4	42.1 MB
030 Covariance and Correlation_en.srt	8.5 KB
031 Portfolios and Portfolio Returns.mp4	13.7 MB
031 Portfolios and Portfolio Returns_en.srt	4.2 KB
032 Margin Trading and Levered Returns (Part 1).mp4	17.1 MB
032 Margin Trading and Levered Returns (Part 1)_en.srt	5.7 KB
033 Margin Trading and Levered Returns (Part 2).mp4	56.2 MB
033 Margin Trading and Levered Returns (Part 2)_en.srt	10.1 KB
034 Coding Challenge #7.html	0.4 KB
/13 - Advanced Topics/
001 Importing Financial Data from Excel.mp4	62.4 MB
001 Importing Financial Data from Excel_en.srt	14.2 KB
002 Merging Aligning Financial Time Series (hands-on).mp4	13.7 MB
002 Merging Aligning Financial Time Series (hands-on)_en.srt	6.2 KB
003 Helpful DatetimeIndex Attributes and Methods.mp4	22.3 MB
003 Helpful DatetimeIndex Attributes and Methods_en.srt	7.4 KB
004 Filling NA Values with bfill, ffill and interpolation.mp4	37.9 MB
004 Filling NA Values with bfill, ffill and interpolation_en.srt	12.3 KB
005 Timezones and Converting (Part 1).mp4	15.3 MB
005 Timezones and Converting (Part 1)_en.srt	5.5 KB
006 Timezones and Converting (Part 2).mp4	27.8 MB
006 Timezones and Converting (Part 2)_en.srt	5.7 KB
/14 - Object Oriented Programming (OOP) Creating a Financial Analysis Class/
001 Introduction to OOP and examples for Classes.mp4	57.6 MB
001 Introduction to OOP and examples for Classes_en.srt	12.6 KB
001 OOP.pdf	491.0 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	5.4 KB
003 The Financial Analysis Class live in action (Part 2).mp4	12.9 MB
003 The Financial Analysis Class live in action (Part 2)_en.srt	4.1 KB
004 The special method __init__().mp4	25.8 MB
004 The special method __init__()_en.srt	9.2 KB
005 The method get_data().mp4	25.7 MB
005 The method get_data()_en.srt	6.9 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
007 String representation and the special method __repr__()_en.srt	4.0 KB
008 The methods plot_prices() and plot_returns().mp4	27.7 MB
008 The methods plot_prices() and plot_returns()_en.srt	6.0 KB
009 Encapsulation and protected Attributes.mp4	20.2 MB
009 Encapsulation and protected Attributes_en.srt	4.5 KB
010 The method set_ticker().mp4	20.3 MB
010 The method set_ticker()_en.srt	3.5 KB
011 Adding more methods and performance metrics.mp4	25.8 MB
011 Adding more methods and performance metrics_en.srt	6.6 KB
012 Inheritance.mp4	79.9 MB
012 Inheritance_en.srt	9.6 KB
013 Inheritance and the super() Function.mp4	43.2 MB
013 Inheritance and the super() Function_en.srt	7.3 KB
014 Adding meaningful Docstrings.mp4	41.1 MB
014 Adding meaningful Docstrings_en.srt	7.6 KB
015 Creating and Importing Python Modules (.py).mp4	11.5 MB
015 Creating and Importing Python Modules (.py)_en.srt	4.3 KB
016 Coding Exercise 3 Create your own Class.mp4	21.1 MB
016 Coding Exercise 3 Create your own Class_en.srt	8.3 KB
/15 - +++ PART 3 Defining and Testing Trading Strategies +++/
001 Introduction to Part 3.mp4	33.3 MB
001 Introduction to Part 3_en.srt	8.2 KB
002 Trading Strategies - an Overview.mp4	46.4 MB
002 Trading Strategies - an Overview_en.srt	8.1 KB
002 strategy-overview.pdf	410.7 KB
003 Downloads for Part 3 Updated May 2023.html	0.1 KB
003 Part3-Materials.zip	2.3 MB
004 Getting the Data.mp4	11.7 MB
004 Getting the Data_en.srt	4.7 KB
005 A simple Buy and Hold Strategy.mp4	22.0 MB
005 A simple Buy and Hold Strategy_en.srt	6.0 KB
006 Performance Metrics.mp4	31.5 MB
006 Performance Metrics_en.srt	7.5 KB
/16 - Defining and Backtesting SMA Strategies/
001 SMA Crossover Strategies - Overview.mp4	40.6 MB
001 SMA Crossover Strategies - Overview_en.srt	5.8 KB
002 Defining an SMA Crossover Strategy.mp4	26.4 MB
002 Defining an SMA Crossover Strategy_en.srt	7.9 KB
003 Vectorized Strategy Backtesting.mp4	47.8 MB
003 Vectorized Strategy Backtesting_en.srt	9.8 KB
004 Finding the optimal SMA Strategy.mp4	47.1 MB
004 Finding the optimal SMA Strategy_en.srt	12.9 KB
005 Generalization with OOP An SMA Backtesting Class in action.mp4	59.5 MB
005 Generalization with OOP An SMA Backtesting Class in action_en.srt	11.6 KB
006 Creating the Class (Part 1).mp4	17.0 MB
006 Creating the Class (Part 1)_en.srt	3.9 KB
007 Creating the Class (Part 2).mp4	52.6 MB
007 Creating the Class (Part 2)_en.srt	8.5 KB
008 Creating the Class (Part 3).mp4	20.8 MB
008 Creating the Class (Part 3)_en.srt	7.5 KB
009 Creating the Class (Part 4).mp4	36.6 MB
009 Creating the Class (Part 4)_en.srt	5.6 KB
010 Creating the Class (Part 5).mp4	16.6 MB
010 Creating the Class (Part 5)_en.srt	3.2 KB
011 Creating the Class (Part 6).mp4	29.6 MB
011 Creating the Class (Part 6)_en.srt	5.5 KB
012 Creating the Class (Part 7).mp4	18.8 MB
012 Creating the Class (Part 7)_en.srt	3.2 KB
013 Creating the Class (Part 8).mp4	26.3 MB
013 Creating the Class (Part 8)_en.srt	5.3 KB
/17 - Defining and Backtesting simple MomentumContrarian Strategies/
001 Simple ContrarianMomentum Strategies - Overview.mp4	10.3 MB
001 Simple ContrarianMomentum Strategies - Overview_en.srt	4.5 KB
002 Getting the Data.mp4	10.1 MB
002 Getting the Data_en.srt	3.0 KB
003 Excursus Your FAQs answered.mp4	16.1 MB
003 Excursus Your FAQs answered_en.srt	5.2 KB
004 Defining a simple Contrarian Strategy.mp4	11.4 MB
004 Defining a simple Contrarian Strategy_en.srt	3.9 KB
005 Vectorized Strategy Backtesting.mp4	24.5 MB
005 Vectorized Strategy Backtesting_en.srt	4.9 KB
006 Changing the Window Parameter.mp4	33.4 MB
006 Changing the Window Parameter_en.srt	6.3 KB
007 Trades and Trading Costs (Part 1).mp4	58.1 MB
007 Trades and Trading Costs (Part 1)_en.srt	10.3 KB
008 Trades and Trading Costs (Part 2).mp4	13.2 MB
008 Trades and Trading Costs (Part 2)_en.srt	3.5 KB
009 Generalization with OOP A Contrarian Backtesting Class in action.mp4	47.8 MB
009 Generalization with OOP A Contrarian Backtesting Class in action_en.srt	9.1 KB
010 OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).mp4	17.9 MB
010 OOP Challenge Create the Contrarian Backtesting Class (incl. Solution)_en.srt	5.8 KB
/18 - Defining and Backtesting Mean-Reversion Strategies (Bollinger)/
001 Mean-Reversion Strategies - Overview.mp4	40.7 MB
001 Mean-Reversion Strategies - Overview_en.srt	6.7 KB
002 Getting the Data.mp4	7.2 MB
002 Getting the Data_en.srt	2.3 KB
003 Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4	18.2 MB
003 Defining a Bollinger Bands Mean-Reversion Strategy (Part 1)_en.srt	5.1 KB
004 Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4	55.8 MB
004 Defining a Bollinger Bands Mean-Reversion Strategy (Part 2)_en.srt	10.3 KB
005 Vectorized Strategy Backtesting.mp4	23.7 MB
005 Vectorized Strategy Backtesting_en.srt	6.5 KB
006 Generalization with OOP A Bollinger Bands Backtesting Class in action.mp4	40.9 MB
006 Generalization with OOP A Bollinger Bands Backtesting Class in action_en.srt	7.9 KB
007 OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).mp4	18.6 MB
007 OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution)_en.srt	4.8 KB
/19 - Trading Strategies powered by Machine Learning - Regression/
001 ML.pdf	493.8 KB
001 Machine Learning - an Overview.mp4	36.3 MB
001 Machine Learning - an Overview_en.srt	8.1 KB
002 Linear Regression with scikit-learn - a simple Introduction.mp4	40.6 MB
002 Linear Regression with scikit-learn - a simple Introduction_en.srt	9.4 KB
003 Making Predictions with Linear Regression.mp4	14.0 MB
003 Making Predictions with Linear Regression_en.srt	3.9 KB
004 Overfitting.mp4	33.0 MB
004 Overfitting_en.srt	7.5 KB
005 Underfitting.mp4	13.7 MB
005 Underfitting_en.srt	4.6 KB
006 Getting the Data.mp4	6.0 MB
006 Getting the Data_en.srt	1.9 KB
007 A simple Linear Model to predict Financial Returns (Part 1).mp4	9.8 MB
007 A simple Linear Model to predict Financial Returns (Part 1)_en.srt	4.1 KB
008 A simple Linear Model to predict Financial Returns (Part 2).mp4	39.7 MB
008 A simple Linear Model to predict Financial Returns (Part 2)_en.srt	7.6 KB
009 A Multiple Regression Model to predict Financial Returns.mp4	22.6 MB
009 A Multiple Regression Model to predict Financial Returns_en.srt	6.7 KB
010 In-Sample Backtesting and the Look-ahead-bias.mp4	16.8 MB
010 In-Sample Backtesting and the Look-ahead-bias_en.srt	4.7 KB
011 Out-Sample Forward Testing.mp4	30.2 MB
011 Out-Sample Forward Testing_en.srt	5.0 KB
/20 - Trading Strategies powered by Machine Learning - Classification/
001 Logistic Regression with scikit-learn - a simple Introduction (Part 1).mp4	13.4 MB
001 Logistic Regression with scikit-learn - a simple Introduction (Part 1)_en.srt	6.2 KB
002 Logistic Regression with scikit-learn - a simple Introduction (Part 2).mp4	22.6 MB
002 Logistic Regression with scikit-learn - a simple Introduction (Part 2)_en.srt	7.4 KB
003 Getting and Preparing the Data.mp4	17.8 MB
003 Getting and Preparing the Data_en.srt	3.6 KB
004 Predicting Market Direction with Logistic Regression.mp4	22.2 MB
004 Predicting Market Direction with Logistic Regression_en.srt	3.9 KB
005 In-Sample Backtesting and the Look-ahead-bias.mp4	11.7 MB
005 In-Sample Backtesting and the Look-ahead-bias_en.srt	2.9 KB
006 Out-Sample Forward Testing.mp4	10.8 MB
006 Out-Sample Forward Testing_en.srt	3.7 KB
007 Generalization with OOP A Classification Backtesting Class in action.mp4	72.7 MB
007 Generalization with OOP A Classification Backtesting Class in action_en.srt	11.9 KB
008 The Classification Backtesting Class explained (Part 1).mp4	26.5 MB
008 The Classification Backtesting Class explained (Part 1)_en.srt	8.3 KB
009 The Classification Backtesting Class explained (Part 2).mp4	16.5 MB
009 The Classification Backtesting Class explained (Part 2)_en.srt	5.0 KB
/21 - Advanced Backtesting Techniques/
001 Event-Driven-BT.pdf	394.9 KB
001 Introduction to Iterative Backtesting (event-driven).mp4	24.4 MB
001 Introduction to Iterative Backtesting (event-driven)_en.srt	5.1 KB
002 A first Intuition on Iterative Backtesting (Part 1).mp4	19.2 MB
002 A first Intuition on Iterative Backtesting (Part 1)_en.srt	6.9 KB
003 A first Intuition on Iterative Backtesting (Part 2).mp4	18.8 MB
003 A first Intuition on Iterative Backtesting (Part 2)_en.srt	5.9 KB
004 Creating an Iterative Base Class (Part 1).mp4	12.3 MB
004 Creating an Iterative Base Class (Part 1)_en.srt	5.3 KB
005 Creating an Iterative Base Class (Part 2).mp4	7.2 MB
005 Creating an Iterative Base Class (Part 2)_en.srt	3.0 KB
006 Creating an Iterative Base Class (Part 3).mp4	9.2 MB
006 Creating an Iterative Base Class (Part 3)_en.srt	2.8 KB
007 Creating an Iterative Base Class (Part 4).mp4	30.8 MB
007 Creating an Iterative Base Class (Part 4)_en.srt	8.2 KB
008 Creating an Iterative Base Class (Part 5).mp4	32.8 MB
008 Creating an Iterative Base Class (Part 5)_en.srt	6.3 KB
009 Creating an Iterative Base Class (Part 6).mp4	27.2 MB
009 Creating an Iterative Base Class (Part 6)_en.srt	4.8 KB
010 Creating an Iterative Base Class (Part 7).mp4	49.8 MB
010 Creating an Iterative Base Class (Part 7)_en.srt	7.7 KB
011 Creating an Iterative Base Class (Part 8).mp4	45.0 MB
011 Creating an Iterative Base Class (Part 8)_en.srt	7.1 KB
012 Adding the Iterative Backtest Child Class for SMA (Part 1).mp4	41.1 MB
012 Adding the Iterative Backtest Child Class for SMA (Part 1)_en.srt	6.7 KB
013 Adding the Iterative Backtest Child Class for SMA (Part 2).mp4	60.1 MB
013 Adding the Iterative Backtest Child Class for SMA (Part 2)_en.srt	10.2 KB
014 Using Modules and adding Docstrings.mp4	38.8 MB
014 Using Modules and adding Docstrings_en.srt	5.7 KB
015 OOP Challenge Add Contrarian and Bollinger Strategies.mp4	49.8 MB
015 OOP Challenge Add Contrarian and Bollinger Strategies_en.srt	8.1 KB
/22 - +++ PART 4 Real-time Implementation and Automation of Strategies +++/
001 Introduction and Overview.mp4	11.5 MB
001 Introduction and Overview_en.srt	2.3 KB
002 Downloads for Part 4 Updated May 2023.html	0.1 KB
002 Part4-Materials.zip	761.8 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/23 - Implementation and Automation with OANDA (UPDATED!)/
001 Updating the Wrapper Package (Part 1).html	0.3 KB
002 Updating the Wrapper Package (Part 2).mp4	12.2 MB
002 Updating the Wrapper Package (Part 2)_en.srt	3.3 KB
003 Weekend and Bank Holiday Alert.html	0.4 KB
004 Historical Data, real-time Data and Orders (Recap).mp4	66.5 MB
004 Historical Data, real-time Data and Orders (Recap)_en.srt	10.2 KB
005 Preview A Trader Class live in action.mp4	35.3 MB
005 Preview A Trader Class live in action_en.srt	5.9 KB
006 How to collect and store real-time tick data.mp4	33.5 MB
006 How to collect and store real-time tick data_en.srt	6.4 KB
007 Storing and resampling real-time tick data (Part 1).mp4	35.6 MB
007 Storing and resampling real-time tick data (Part 1)_en.srt	8.8 KB
008 Storing and resampling real-time tick data (Part 2).mp4	25.6 MB
008 Storing and resampling real-time tick data (Part 2)_en.srt	5.9 KB
009 Storing and resampling real-time tick data (Part 3).mp4	19.5 MB
009 Storing and resampling real-time tick data (Part 3)_en.srt	5.4 KB
010 Storing and resampling real-time tick data (Part 4).mp4	51.1 MB
010 Storing and resampling real-time tick data (Part 4)_en.srt	9.0 KB
011 Storing and resampling real-time tick data (Part 5).mp4	25.0 MB
011 Storing and resampling real-time tick data (Part 5)_en.srt	4.6 KB
012 Working with historical data and real-time tick data (Part 1).mp4	26.8 MB
012 Working with historical data and real-time tick data (Part 1)_en.srt	9.5 KB
013 Working with historical data and real-time tick data (Part 2).mp4	27.6 MB
013 Working with historical data and real-time tick data (Part 2)_en.srt	7.4 KB
014 Working with historical data and real-time tick data (Part 3).mp4	23.5 MB
014 Working with historical data and real-time tick data (Part 3)_en.srt	4.2 KB
015 Defining a simple Contrarian Strategy.mp4	39.9 MB
015 Defining a simple Contrarian Strategy_en.srt	6.8 KB
016 Placing Orders and Executing Trades.mp4	30.4 MB
016 Placing Orders and Executing Trades_en.srt	6.8 KB
017 Trade Monitoring and Reporting.mp4	85.6 MB
017 Trade Monitoring and Reporting_en.srt	9.4 KB
018 Trading other Strategies - Coding Challenge.mp4	9.6 MB
018 Trading other Strategies - Coding Challenge_en.srt	2.1 KB
019 Implementing an SMA Crossover Strategy (Solution).mp4	19.2 MB
019 Implementing an SMA Crossover Strategy (Solution)_en.srt	4.4 KB
020 Implementing a Bollinger Bands Strategy (Solution).mp4	22.6 MB
020 Implementing a Bollinger Bands Strategy (Solution)_en.srt	3.4 KB
021 Machine Learning Strategies (1) - Model Fitting.mp4	31.1 MB
021 Machine Learning Strategies (1) - Model Fitting_en.srt	6.6 KB
022 Machine Learning Strategies (2) - Implementation.mp4	62.4 MB
022 Machine Learning Strategies (2) - Implementation_en.srt	7.5 KB
023 Importing a Trader Module Class.mp4	15.7 MB
023 Importing a Trader Module Class_en.srt	2.9 KB
024 Excursus Printing all ticks in a Command PromptTerminal.html	0.5 KB
025 Running a Python Trader Script.mp4	46.1 MB
025 Running a Python Trader Script_en.srt	7.4 KB
026 Outlook What is (still) missing.html	0.6 KB
/24 - Implementation and Automation with IBKR/
001 IBKR API - Recap.mp4	20.2 MB
001 IBKR API - Recap_en.srt	3.6 KB
002 Streaming Tick Data.mp4	30.2 MB
002 Streaming Tick Data_en.srt	4.1 KB
003 Streaming Tick Data for multiple Symbols.mp4	27.3 MB
003 Streaming Tick Data for multiple Symbols_en.srt	4.1 KB
004 Streaming Bar Data.mp4	56.8 MB
004 Streaming Bar Data_en.srt	7.1 KB
005 How to create a live Candle Stick Chart.mp4	6.1 MB
005 How to create a live Candle Stick Chart_en.srt	2.2 KB
006 Preparing the Data for Day Trading.mp4	31.2 MB
006 Preparing the Data for Day Trading_en.srt	5.4 KB
007 Improving Code Efficiency.mp4	24.5 MB
007 Improving Code Efficiency_en.srt	3.8 KB
008 Define an SMA Day Trading Strategy.mp4	26.6 MB
008 Define an SMA Day Trading Strategy_en.srt	4.8 KB
009 Creating Orders and Executing Trades.mp4	44.2 MB
009 Creating Orders and Executing Trades_en.srt	7.9 KB
010 Trade Monitoring and Reporting.mp4	79.6 MB
010 Trade Monitoring and Reporting_en.srt	10.7 KB
011 How to Stop a Trading Session.mp4	30.9 MB
011 How to Stop a Trading Session_en.srt	5.6 KB
012 Trading other Strategies - Coding Challenge.mp4	17.3 MB
012 Trading other Strategies - Coding Challenge_en.srt	3.2 KB
013 Running a Python Trader Script.mp4	41.2 MB
013 Running a Python Trader Script_en.srt	6.5 KB
014 Outlook What is (still) missing.html	0.6 KB
/25 - Implementation and Automation with FXCM/
001 Weekend and Bank Holiday Alert.html	0.4 KB
002 Historical Data, real-time Data and Orders (Recap).mp4	54.8 MB
002 Historical Data, real-time Data and Orders (Recap)_en.srt	10.7 KB
003 Troubleshooting FXCM Server Connection Issues.html	4.1 KB
004 Preview A Trader Class live in action.mp4	40.1 MB
004 Preview A Trader Class live in action_en.srt	6.4 KB
005 Collecting and storing real-time tick data.mp4	42.9 MB
005 Collecting and storing real-time tick data_en.srt	8.1 KB
006 Storing and resampling real-time tick data (Part 1).mp4	51.4 MB
006 Storing and resampling real-time tick data (Part 1)_en.srt	9.3 KB
007 A Trader Class.mp4	23.5 MB
007 A Trader Class_en.srt	6.4 KB
008 Storing and resampling real-time tick data (Part 2).mp4	53.8 MB
008 Storing and resampling real-time tick data (Part 2)_en.srt	9.4 KB
009 Storing and resampling real-time tick data (Part 3).mp4	23.7 MB
009 Storing and resampling real-time tick data (Part 3)_en.srt	3.6 KB
010 Working with historical data and real-time tick data (Part 1).mp4	19.2 MB
010 Working with historical data and real-time tick data (Part 1)_en.srt	6.9 KB
011 Working with historical data and real-time tick data (Part 2).mp4	46.3 MB
011 Working with historical data and real-time tick data (Part 2)_en.srt	6.4 KB
012 Working with historical data and real-time tick data (Part 3).mp4	23.7 MB
012 Working with historical data and real-time tick data (Part 3)_en.srt	4.1 KB
013 Defining a Simple Contrarian Trading Strategy.mp4	22.0 MB
013 Defining a Simple Contrarian Trading Strategy_en.srt	5.6 KB
014 Placing Orders and Executing Trades.mp4	47.0 MB
014 Placing Orders and Executing Trades_en.srt	8.5 KB
015 Trade Monitoring and Reporting.mp4	56.4 MB
015 Trade Monitoring and Reporting_en.srt	6.9 KB
016 Trading other Strategies - Coding Challenge.mp4	10.9 MB
016 Trading other Strategies - Coding Challenge_en.srt	2.2 KB
017 SMA Crossover and Bollinger Bands (Solution).mp4	31.1 MB
017 SMA Crossover and Bollinger Bands (Solution)_en.srt	5.0 KB
018 Machine Learning Strategies (1) - Model Fitting.mp4	20.9 MB
018 Machine Learning Strategies (1) - Model Fitting_en.srt	6.6 KB
019 Machine Learning Strategies (2) - Implementation.mp4	54.5 MB
019 Machine Learning Strategies (2) - Implementation_en.srt	6.3 KB
020 Excursus Printing all ticks in a Command PromptTerminal.html	0.5 KB
021 Running a Python Script.mp4	38.9 MB
021 Running a Python Script_en.srt	7.1 KB
/26 - Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/
001 Introduction and Motivation.mp4	18.8 MB
001 Introduction and Motivation_en.srt	3.3 KB
001 cloud.pdf	375.2 KB
002 Demonstration AWS EC2 for Algorithmic Trading live in action.mp4	48.7 MB
002 Demonstration AWS EC2 for Algorithmic Trading live in action_en.srt	7.1 KB
003 Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.mp4	9.0 MB
003 Amazon Web Services (AWS) - Overview and how to create a Free Trial Account_en.srt	2.9 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 Getting the Instance Ready for Algorithmic Trading.mp4	37.1 MB
006 Getting the Instance Ready for Algorithmic Trading_en.srt	6.8 KB
007 Weekend and Bank Holiday Alert.html	0.4 KB
008 How to run Python Scripts in a Windows Command Prompt.mp4	12.6 MB
008 How to run Python Scripts in a Windows Command Prompt_en.srt	3.9 KB
009 How to start Trading sessions with Batch (.bat) Files.mp4	12.8 MB
009 How to start Trading sessions with Batch (.bat) Files_en.srt	4.2 KB
010 How to schedule Trading sessions with the Task Scheduler.mp4	15.7 MB
010 How to schedule Trading sessions with the Task Scheduler_en.srt	5.1 KB
011 How to stop Trading Sessions (OANDA).mp4	40.3 MB
011 How to stop Trading Sessions (OANDA)_en.srt	7.3 KB
012 How to stop Trading Sessions (FXCM).mp4	35.9 MB
012 How to stop Trading Sessions (FXCM)_en.srt	5.7 KB
/27 - +++ PART 5 Expert Tips & Tricks, Case Studies and more +++/
001 Overview.mp4	9.2 MB
001 Overview_en.srt	2.3 KB
002 Downloads for PART 5 Updated June 2023.html	0.1 KB
002 Part5-Materials.zip	1.9 MB
/28 - Trading Hours, Spreads and Granularity - control and limit Trading Costs!/
001 Introduction and Preparing the Data.mp4	21.1 MB
001 Introduction and Preparing the Data_en.srt	6.2 KB
002 The best time to trade (Part 1).mp4	8.5 MB
002 The best time to trade (Part 1)_en.srt	3.8 KB
003 The best time to trade (Part 2).mp4	16.1 MB
003 The best time to trade (Part 2)_en.srt	3.8 KB
004 Spreads during the busy hours.mp4	8.2 MB
004 Spreads during the busy hours_en.srt	2.1 KB
005 The Impact of Granularity.mp4	21.9 MB
005 The Impact of Granularity_en.srt	4.9 KB
006 Conclusions.mp4	13.7 MB
006 Conclusions_en.srt	2.5 KB
/29 - Working with two or many Strategies (Combination)/
001 Introduction.mp4	5.3 MB
001 Introduction_en.srt	2.6 KB
002 Strategy 1 SMA.mp4	12.9 MB
002 Strategy 1 SMA_en.srt	2.8 KB
003 Strategy 2 Mean Reversion.mp4	9.1 MB
003 Strategy 2 Mean Reversion_en.srt	2.9 KB
004 Combining both Strategies - Alternative 1.mp4	30.1 MB
004 Combining both Strategies - Alternative 1_en.srt	6.6 KB
005 Taking into account busy Trading Hours.mp4	9.1 MB
005 Taking into account busy Trading Hours_en.srt	3.0 KB
006 Strategy Backtesting.mp4	4.6 MB
006 Strategy Backtesting_en.srt	2.0 KB
007 Combining both Strategies - Alternative 2.mp4	17.1 MB
007 Combining both Strategies - Alternative 2_en.srt	3.0 KB
008 Strategy Optimization.mp4	64.2 MB
008 Strategy Optimization_en.srt	10.3 KB
/30 - A Machine Learning-powered Strategy A-Z (DNN)/
001 DNN.pdf	441.4 KB
001 Project Overview.mp4	19.7 MB
001 Project Overview_en.srt	6.9 KB
002 Installation of Tensorflow & Keras (Part 1).html	0.8 KB
003 Installation of Tensorflow & Keras (Part 2).mp4	26.3 MB
003 Installation of Tensorflow & Keras (Part 2)_en.srt	7.7 KB
004 Getting and Preparing the Data.mp4	6.7 MB
004 Getting and Preparing the Data_en.srt	1.4 KB
005 Adding LabelsFeatures.mp4	23.3 MB
005 Adding LabelsFeatures_en.srt	7.2 KB
006 Adding lags.mp4	14.7 MB
006 Adding lags_en.srt	2.7 KB
007 Splitting into Train and Test Set.mp4	7.8 MB
007 Splitting into Train and Test Set_en.srt	2.4 KB
008 Feature ScalingEngineering.mp4	13.7 MB
008 Feature ScalingEngineering_en.srt	3.6 KB
009 Creating and Fitting the DNN Model.mp4	40.8 MB
009 Creating and Fitting the DNN Model_en.srt	8.8 KB
010 Prediction & Out-Sample Forward Testing.mp4	41.2 MB
010 Prediction & Out-Sample Forward Testing_en.srt	8.3 KB
011 Saving Model and Parameters.mp4	14.6 MB
011 Saving Model and Parameters_en.srt	3.1 KB
012 Important Notices.html	0.8 KB
013 Implementation (Oanda & FXCM).mp4	104.0 MB
013 Implementation (Oanda & FXCM)_en.srt	13.8 KB
/31 - Error Handling How to make your Trading Bot more stable and reliable/
001 Introduction.mp4	9.4 MB
001 Introduction_en.srt	6.3 KB
002 Python Errors (Exceptions).mp4	3.6 MB
002 Python Errors (Exceptions)_en.srt	2.0 KB
003 try and except.mp4	5.3 MB
003 try and except_en.srt	3.1 KB
004 Catching specific Errors.mp4	3.7 MB
004 Catching specific Errors_en.srt	1.9 KB
005 The Exception class.mp4	2.9 MB
005 The Exception class_en.srt	1.4 KB
006 try, except, else.mp4	14.3 MB
006 try, except, else_en.srt	3.8 KB
007 finally.mp4	9.6 MB
007 finally_en.srt	4.3 KB
008 Try again (...until it works).mp4	18.8 MB
008 Try again (...until it works)_en.srt	5.4 KB
009 How to limit the number of retries.mp4	6.7 MB
009 How to limit the number of retries_en.srt	3.0 KB
010 Waiting periods between re-tries.mp4	11.3 MB
010 Waiting periods between re-tries_en.srt	5.1 KB
011 Implementation with Oanda V20 Connection Issues.mp4	32.7 MB
011 Implementation with Oanda V20 Connection Issues_en.srt	4.1 KB
012 Oanda Error Handling (Part 1).mp4	35.9 MB
012 Oanda Error Handling (Part 1)_en.srt	7.1 KB
013 Oanda Error Handling (Part 2).mp4	59.4 MB
013 Oanda Error Handling (Part 2)_en.srt	9.0 KB
014 Oanda Error Handling (Part 3).mp4	24.8 MB
014 Oanda Error Handling (Part 3)_en.srt	4.3 KB
015 Implementation with IBKR Errors and Connectivity Issues.mp4	37.1 MB
015 Implementation with IBKR Errors and Connectivity Issues_en.srt	7.8 KB
016 IBKR Error Handling.mp4	33.3 MB
016 IBKR Error Handling_en.srt	6.1 KB
017 Implementation with FXCM APIServer Issues.mp4	20.9 MB
017 Implementation with FXCM APIServer Issues_en.srt	2.9 KB
018 FXCM Error Handling (Part 1).mp4	32.3 MB
018 FXCM Error Handling (Part 1)_en.srt	5.6 KB
019 FXCM Error Handling (Part 2).mp4	30.7 MB
019 FXCM Error Handling (Part 2)_en.srt	6.0 KB
/32 - Adding Stop Loss and Take Profit to the Trading Bot/
001 Introduction.mp4	5.9 MB
001 Introduction_en.srt	3.5 KB
002 Stop Loss Orders - Theory.mp4	28.9 MB
002 Stop Loss Orders - Theory_en.srt	9.4 KB
003 Trailing Stop Loss Orders - Theory.html	1.2 KB
004 Take Profit Orders - Theory.mp4	19.5 MB
004 Take Profit Orders - Theory_en.srt	5.9 KB
005 SL & TP - Use Cases and Conclusion.mp4	44.8 MB
005 SL & TP - Use Cases and Conclusion_en.srt	13.0 KB
006 Oanda Contrader Class without Take Profit & Stop Loss (Recap).mp4	9.2 MB
006 Oanda Contrader Class without Take Profit & Stop Loss (Recap)_en.srt	1.6 KB
007 Oanda How to create Stop Loss and Take Profit Orders.mp4	59.0 MB
007 Oanda How to create Stop Loss and Take Profit Orders_en.srt	9.6 KB
008 Oanda Stop Loss and Take Profit Orders - Pitfalls.mp4	51.6 MB
008 Oanda Stop Loss and Take Profit Orders - Pitfalls_en.srt	6.3 KB
009 Oanda Setting SL Distances and TP Prices in real-time.mp4	33.3 MB
009 Oanda Setting SL Distances and TP Prices in real-time_en.srt	6.3 KB
010 Oanda Check for SLTP Events.mp4	26.2 MB
010 Oanda Check for SLTP Events_en.srt	5.1 KB
011 Oanda Adding Stop Loss & Take Profit.mp4	75.3 MB
011 Oanda Adding Stop Loss & Take Profit_en.srt	9.5 KB
012 Oanda Trading Bot Final Python Script.html	0.2 KB
013 IBKR Contrader Class without Take Profit & Stop Loss (Recap).mp4	8.3 MB
013 IBKR Contrader Class without Take Profit & Stop Loss (Recap)_en.srt	2.3 KB
014 IBKR How to create Stop Loss and Take Profit Orders.mp4	94.1 MB
014 IBKR How to create Stop Loss and Take Profit Orders_en.srt	13.4 KB
015 IBKR Stop Loss and Take Profit Orders - Pitfalls.mp4	31.1 MB
015 IBKR Stop Loss and Take Profit Orders - Pitfalls_en.srt	5.8 KB
016 IBKR Adding Stop Loss & Take Profit.mp4	64.5 MB
016 IBKR Adding Stop Loss & Take Profit_en.srt	10.5 KB
017 IBKR Trading Bot Final Python Script.html	0.2 KB
/33 - +++ APPENDIX Python Crash Course +++/
001 Overview.mp4	3.2 MB
001 Overview_en.srt	1.9 KB
/34 - Appendix 1 Python (& Finance) Basics/
001 Appendix1-Materials.zip	19.4 KB
001 Section Downloads Reviewed May 2023.html	0.1 KB
002 Intro to the Time Value of Money (TVM) Concept (Theory).mp4	8.9 MB
002 Intro to the Time Value of Money (TVM) Concept (Theory)_en.srt	7.7 KB
002 TVM.pdf	200.5 KB
003 Calculate Future Values (FV) with Python Compounding.mp4	8.6 MB
003 Calculate Future Values (FV) with Python Compounding_en.srt	4.4 KB
004 NEW Udemy Online Coding Exercises - Intro.mp4	9.3 MB
004 NEW Udemy Online Coding Exercises - Intro_en.srt	5.2 KB
005 Calculate Present Values (PV) with Python Discounting.mp4	5.7 MB
005 Calculate Present Values (PV) with Python Discounting_en.srt	3.1 KB
006 Interest Rates and Returns (Theory).mp4	7.4 MB
006 Interest Rates and Returns (Theory)_en.srt	6.2 KB
006 Interest-Rates.pdf	192.3 KB
007 Calculate Interest Rates and Returns with Python.mp4	9.4 MB
007 Calculate Interest Rates and Returns with Python_en.srt	5.0 KB
008 Introduction to Variables.mp4	19.0 MB
008 Introduction to Variables_en.srt	6.5 KB
009 Excursus How to add inline comments.mp4	11.8 MB
009 Excursus How to add inline comments_en.srt	3.6 KB
010 Variables and Memory (Theory).mp4	2.9 MB
010 Variables and Memory (Theory)_en.srt	2.5 KB
010 Variables.pdf	146.4 KB
011 More on Variables and Memory.mp4	13.4 MB
011 More on Variables and Memory_en.srt	8.2 KB
012 Variables - Dos, Don´ts and Conventions.mp4	10.2 MB
012 Variables - Dos, Don´ts and Conventions_en.srt	4.9 KB
012 keywords.pdf	71.1 KB
013 The print() Function.mp4	9.5 MB
013 The print() Function_en.srt	5.3 KB
014 Coding Exercise 1.mp4	39.2 MB
014 Coding Exercise 1_en.srt	11.8 KB
015 FV-many.pdf	180.2 KB
015 TVM Problems with many Cashflows.mp4	6.2 MB
015 TVM Problems with many Cashflows_en.srt	4.6 KB
016 Intro to Python Lists.mp4	4.4 MB
016 Intro to Python Lists_en.srt	3.1 KB
017 Indexing.pdf	125.8 KB
017 Zero-based Indexing and negative Indexing in Python (Theory).mp4	4.0 MB
017 Zero-based Indexing and negative Indexing in Python (Theory)_en.srt	3.5 KB
018 Indexing Lists.mp4	8.4 MB
018 Indexing Lists_en.srt	3.9 KB
019 For Loops - Iterating over Lists.mp4	18.0 MB
019 For Loops - Iterating over Lists_en.srt	10.0 KB
020 The range Object - another Iterable.mp4	9.9 MB
020 The range Object - another Iterable_en.srt	6.1 KB
021 Calculate FV and PV for many Cashflows.mp4	18.7 MB
021 Calculate FV and PV for many Cashflows_en.srt	9.3 KB
021 PV-FV-many.pdf	199.2 KB
022 NPV.pdf	251.6 KB
022 The Net Present Value - NPV (Theory).mp4	16.1 MB
022 The Net Present Value - NPV (Theory)_en.srt	10.0 KB
023 Calculate an Investment Project´s NPV.mp4	8.4 MB
023 Calculate an Investment Project´s NPV_en.srt	3.7 KB
024 Coding Exercise 2.mp4	31.8 MB
024 Coding Exercise 2_en.srt	10.3 KB
025 Data Types in Action.mp4	13.0 MB
025 Data Types in Action_en.srt	7.7 KB
026 The Data Type Hierarchy (Theory).mp4	5.5 MB
026 The Data Type Hierarchy (Theory)_en.srt	4.4 KB
026 Type-Hierarchy.pdf	166.3 KB
027 Excursus Dynamic Typing in Python.mp4	3.1 MB
027 Excursus Dynamic Typing in Python_en.srt	2.0 KB
028 Build-in Functions.mp4	15.3 MB
028 Build-in Functions_en.srt	7.9 KB
028 Built-in-func.pdf	94.8 KB
029 Integers.mp4	6.3 MB
029 Integers_en.srt	4.0 KB
030 Floats.mp4	15.6 MB
030 Floats_en.srt	7.0 KB
031 How to round Floats (and Integers) with round().mp4	11.3 MB
031 How to round Floats (and Integers) with round()_en.srt	6.7 KB
032 More on Lists.mp4	20.3 MB
032 More on Lists_en.srt	6.6 KB
033 Lists and Element-wise Operations.mp4	10.8 MB
033 Lists and Element-wise Operations_en.srt	5.5 KB
034 Slicing Lists.mp4	9.7 MB
034 Slicing Lists_en.srt	5.1 KB
035 Slicing Cheat Sheet.html	0.1 KB
035 Slicing-cheatsheet.pdf	107.8 KB
036 Changing Elements in Lists.mp4	7.3 MB
036 Changing Elements in Lists_en.srt	3.4 KB
037 Sorting and Reversing Lists.mp4	7.6 MB
037 Sorting and Reversing Lists_en.srt	4.6 KB
038 Adding and removing Elements fromto Lists.mp4	24.8 MB
038 Adding and removing Elements fromto Lists_en.srt	11.7 KB
039 Mutable vs. immutable Objects (Part 1).mp4	20.2 MB
039 Mutable vs. immutable Objects (Part 1)_en.srt	10.6 KB
040 Mutable vs. immutable Objects (Part 2).mp4	12.2 MB
040 Mutable vs. immutable Objects (Part 2)_en.srt	6.0 KB
040 Python-for-Finance-Mutability.pdf	170.7 KB
041 Coding Exercise 3.mp4	45.2 MB
041 Coding Exercise 3_en.srt	13.5 KB
042 Tuples.mp4	17.8 MB
042 Tuples_en.srt	8.5 KB
043 Dictionaries.mp4	18.7 MB
043 Dictionaries_en.srt	8.1 KB
044 Intro to Strings.mp4	34.3 MB
044 Intro to Strings_en.srt	10.1 KB
045 String Replacement.mp4	9.7 MB
045 String Replacement_en.srt	5.0 KB
046 Booleans.mp4	5.4 MB
046 Booleans_en.srt	2.9 KB
047 Operators (Theory).mp4	6.5 MB
047 Operators (Theory)_en.srt	5.4 KB
047 Operators.pdf	149.1 KB
048 Comparison, Logical and Membership Operators in Action.mp4	22.0 MB
048 Comparison, Logical and Membership Operators in Action_en.srt	9.7 KB
049 Coding Exercise 4.mp4	38.5 MB
049 Coding Exercise 4_en.srt	11.2 KB
050 Conditional Statements.mp4	23.3 MB
050 Conditional Statements_en.srt	10.8 KB
051 Keywords pass, continue and break.mp4	20.9 MB
051 Keywords pass, continue and break_en.srt	11.9 KB
052 Calculate a Project´s Payback Period.mp4	13.0 MB
052 Calculate a Project´s Payback Period_en.srt	5.7 KB
053 Introduction to while loops.mp4	21.0 MB
053 Introduction to while loops_en.srt	8.9 KB
054 Coding Exercise 5.html	0.2 KB
/35 - Appendix 2 User-defined Functions (required for OOP)/
001 Appendix2-Materials.zip	3.2 KB
001 Section Downloads reviewed May 2023.html	0.1 KB
002 Defining your first user-defined Function.mp4	23.3 MB
002 Defining your first user-defined Function_en.srt	7.5 KB
003 What´s the difference between Positional Arguments vs. Keyword Arguments.mp4	30.7 MB
003 What´s the difference between Positional Arguments vs. Keyword Arguments_en.srt	7.7 KB
004 How to work with Default Arguments.mp4	19.3 MB
004 How to work with Default Arguments_en.srt	7.0 KB
005 The Default Argument None.mp4	19.1 MB
005 The Default Argument None_en.srt	7.6 KB
006 How to unpack Iterables.mp4	13.1 MB
006 How to unpack Iterables_en.srt	5.7 KB
007 Sequences as arguments and args.mp4	22.3 MB
007 Sequences as arguments and args_en.srt	6.5 KB
008 How to return many results.mp4	7.4 MB
008 How to return many results_en.srt	3.4 KB
009 Scope - easily explained.mp4	23.6 MB
009 Scope - easily explained_en.srt	10.3 KB
010 Coding Exercise 6.html	0.2 KB
/36 - Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/
001 Appendix3-Materials.zip	671.1 KB
001 Downloads for this Section Updated May 2023.html	0.1 KB
002 Modules, Packages and Libraries - No need to reinvent the Wheel.mp4	21.8 MB
002 Modules, Packages and Libraries - No need to reinvent the Wheel_en.srt	9.2 KB
003 Numpy Arrays.mp4	30.6 MB
003 Numpy Arrays_en.srt	9.5 KB
004 Indexing and Slicing Numpy Arrays.mp4	6.9 MB
004 Indexing and Slicing Numpy Arrays_en.srt	3.3 KB
005 Vectorized Operations with Numpy Arrays.mp4	12.7 MB
005 Vectorized Operations with Numpy Arrays_en.srt	4.7 KB
006 Changing Elements in Numpy Arrays & Mutability.mp4	20.3 MB
006 Changing Elements in Numpy Arrays & Mutability_en.srt	6.8 KB
006 Mutability-arrays.pdf	124.7 KB
007 Slicing-arrays.pdf	125.5 KB
007 View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4	11.3 MB
007 View vs. copy - potential Pitfalls when slicing Numpy Arrays_en.srt	5.9 KB
008 Numpy Array Methods and Attributes.mp4	11.4 MB
008 Numpy Array Methods and Attributes_en.srt	6.4 KB
009 Numpy Universal Functions.mp4	9.4 MB
009 Numpy Universal Functions_en.srt	4.9 KB
010 Boolean Arrays and Conditional Filtering.mp4	10.1 MB
010 Boolean Arrays and Conditional Filtering_en.srt	5.8 KB
011 Advanced Filtering & Bitwise Operators.mp4	24.1 MB
011 Advanced Filtering & Bitwise Operators_en.srt	7.4 KB
012 Determining a Project´s Payback Period with np.where().mp4	14.1 MB
012 Determining a Project´s Payback Period with np.where()_en.srt	6.0 KB
013 Creating Numpy Arrays from Scratch.mp4	29.5 MB
013 Creating Numpy Arrays from Scratch_en.srt	6.3 KB
014 Coding Exercise 7.html	0.2 KB
015 How to work with nested Lists.mp4	10.0 MB
015 How to work with nested Lists_en.srt	5.5 KB
016 2-dimensional Numpy Arrays.mp4	11.2 MB
016 2-dimensional Numpy Arrays_en.srt	4.7 KB
017 How to slice 2-dim Numpy Arrays (Part 1).mp4	24.0 MB
017 How to slice 2-dim Numpy Arrays (Part 1)_en.srt	6.9 KB
018 How to slice 2-dim Numpy Arrays (Part 2).mp4	4.8 MB
018 How to slice 2-dim Numpy Arrays (Part 2)_en.srt	2.5 KB
019 Recap Changing Elements in a Numpy Array slice.mp4	11.4 MB
019 Recap Changing Elements in a Numpy Array slice_en.srt	4.5 KB
020 How to perform row-wise and column-wise Operations.mp4	15.8 MB
020 How to perform row-wise and column-wise Operations_en.srt	5.7 KB
021 Coding Exercise 8.html	0.2 KB
022 Intro to Tabular Data Pandas.mp4	11.1 MB
022 Intro to Tabular Data Pandas_en.srt	5.8 KB
023 Create your very first Pandas DataFrame (from csv).mp4	61.6 MB
023 Create your very first Pandas DataFrame (from csv)_en.srt	10.6 KB
024 Pandas Display Options and the methods head() & tail().mp4	31.4 MB
024 Pandas Display Options and the methods head() & tail()_en.srt	8.0 KB
025 First Data Inspection.mp4	45.7 MB
025 First Data Inspection_en.srt	14.8 KB
026 Coding Exercise 9.html	0.2 KB
027 Selecting Columns.mp4	21.8 MB
027 Selecting Columns_en.srt	6.7 KB
028 Selecting one Column with the dot notation.mp4	4.6 MB
028 Selecting one Column with the dot notation_en.srt	2.8 KB
029 Zero-based Indexing and Negative Indexing.mp4	6.4 MB
029 Zero-based Indexing and Negative Indexing_en.srt	4.1 KB
030 Selecting Rows with iloc (position-based indexing).mp4	64.3 MB
030 Selecting Rows with iloc (position-based indexing)_en.srt	11.8 KB
031 Slicing Rows and Columns with iloc (position-based indexing).mp4	13.9 MB
031 Slicing Rows and Columns with iloc (position-based indexing)_en.srt	5.5 KB
032 Position-based Indexing Cheat Sheets.html	0.4 KB
032 pandas-iloc.pdf	73.7 KB
033 Selecting Rows with loc (label-based indexing).mp4	21.2 MB
033 Selecting Rows with loc (label-based indexing)_en.srt	4.0 KB
034 Slicing Rows and Columns with loc (label-based indexing).mp4	58.7 MB
034 Slicing Rows and Columns with loc (label-based indexing)_en.srt	11.9 KB
035 Label-based Indexing Cheat Sheets.html	0.7 KB
035 Pandas-loc.pdf	69.4 KB
036 Summary, Best Practices and Outlook.mp4	32.5 MB
036 Summary, Best Practices and Outlook_en.srt	7.9 KB
037 Coding Exercise 10.html	0.2 KB
038 First Steps with Pandas Series.mp4	15.2 MB
038 First Steps with Pandas Series_en.srt	5.1 KB
039 Analyzing Numerical Series with unique(), nunique() and value_counts().mp4	60.4 MB
039 Analyzing Numerical Series with unique(), nunique() and value_counts()_en.srt	16.5 KB
040 Analyzing non-numerical Series with unique(), nunique(), value_counts().mp4	20.0 MB
040 Analyzing non-numerical Series with unique(), nunique(), value_counts()_en.srt	8.7 KB
041 The copy() method.mp4	16.7 MB
041 The copy() method_en.srt	5.4 KB
042 Sorting of Series and Introduction to the inplace - parameter.mp4	18.1 MB
042 Sorting of Series and Introduction to the inplace - parameter_en.srt	11.3 KB
043 First Steps with Pandas Index Objects.mp4	28.5 MB
043 First Steps with Pandas Index Objects_en.srt	7.0 KB
044 Changing Row Index with set_index() and reset_index().mp4	61.7 MB
044 Changing Row Index with set_index() and reset_index()_en.srt	12.1 KB
045 Changing Column Labels.mp4	11.0 MB
045 Changing Column Labels_en.srt	4.1 KB
046 Renaming Index & Column Labels with rename().mp4	22.1 MB
046 Renaming Index & Column Labels with rename()_en.srt	4.8 KB
047 Filtering DataFrames (one Condition).mp4	25.0 MB
047 Filtering DataFrames (one Condition)_en.srt	13.1 KB
048 Filtering DataFrames by many Conditions (AND).mp4	10.6 MB
048 Filtering DataFrames by many Conditions (AND)_en.srt	5.5 KB
049 Filtering DataFrames by many Conditions (OR).mp4	13.7 MB
049 Filtering DataFrames by many Conditions (OR)_en.srt	5.8 KB
050 Advanced Filtering with between(), isin() and ~.mp4	43.9 MB
050 Advanced Filtering with between(), isin() and ~_en.srt	9.2 KB
051 Intro to NA Values missing Values.mp4	25.2 MB
051 Intro to NA Values missing Values_en.srt	11.3 KB
052 Handling NA Values missing Values.mp4	35.8 MB
052 Handling NA Values missing Values_en.srt	13.3 KB
053 Exporting DataFrames to csv.mp4	6.4 MB
053 Exporting DataFrames to csv_en.srt	2.7 KB
054 Summary Statistics and Accumulations.mp4	39.3 MB
054 Summary Statistics and Accumulations_en.srt	12.0 KB
055 Visualization with Matplotlib (Intro).mp4	54.2 MB
055 Visualization with Matplotlib (Intro)_en.srt	11.0 KB
056 Customization of Plots.mp4	69.1 MB
056 Customization of Plots_en.srt	14.8 KB
057 Histogramms (Part 1).mp4	11.5 MB
057 Histogramms (Part 1)_en.srt	5.5 KB
058 Histogramms (Part 2).mp4	16.1 MB
058 Histogramms (Part 2)_en.srt	8.2 KB
059 Scatterplots.mp4	18.3 MB
059 Scatterplots_en.srt	8.5 KB
060 First Steps with Seaborn.mp4	12.7 MB
060 First Steps with Seaborn_en.srt	7.1 KB
061 Categorical Seaborn Plots.mp4	58.5 MB
061 Categorical Seaborn Plots_en.srt	17.2 KB
062 Seaborn Regression Plots.mp4	53.9 MB
062 Seaborn Regression Plots_en.srt	14.6 KB
063 Seaborn Heatmaps.mp4	20.8 MB
063 Seaborn Heatmaps_en.srt	10.6 KB
064 Removing Columns.mp4	24.7 MB
064 Removing Columns_en.srt	6.3 KB
065 Introduction to GroupBy Operations.mp4	4.2 MB
065 Introduction to GroupBy Operations_en.srt	2.8 KB
066 Understanding the GroupBy Object.mp4	23.5 MB
066 Understanding the GroupBy Object_en.srt	10.3 KB
067 Splitting with many Keys.mp4	33.5 MB
067 Splitting with many Keys_en.srt	8.5 KB
068 split-apply-combine.mp4	33.5 MB
068 split-apply-combine_en.srt	12.5 KB
/37 - What´s next (outlook and additional resources)/
001 Bonus Lecture.html	15.5 KB
Total files 1025