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Название GetFreeCourses.Co-Udemy-Algorithmic Trading A-Z with Python, Machine Learning & AWS
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1.1 Appendix1_Materials.zip 18.91Кб
1.1 Appendix2_Materials.zip 3.14Кб
1.1 Appendix3_Materials.zip 656.29Кб
1.1 cloud.pdf 366.36Кб
1.1 DNN.pdf 431.06Кб
1.1 Event_Driven_BT.pdf 385.67Кб
1.1 ML.pdf 492.27Кб
1.1 OOP.pdf 479.50Кб
1.1 Overview.pdf 476.76Кб
1.1 Part2_Materials.zip 1.85Мб
1. Bonus Lecture.html 12.02Кб
1. Conclusion and Outlook.mp4 3.95Мб
1. Conclusion and Outlook.srt 928б
1. Downloads for this Section.html 124б
1. FXCM at a first glance.mp4 67.52Мб
1. FXCM at a first glance.srt 7.09Кб
1. Getting Ready (Installing required library).mp4 18.34Мб
1. Getting Ready (Installing required library).srt 2.53Кб
1. Helpful DatetimeIndex Attributes and Methods.mp4 37.38Мб
1. Helpful DatetimeIndex Attributes and Methods.srt 7.22Кб
1. How to maximize your learning experience.html 203б
1. Importing Time Series Data from csv-files.mp4 34.42Мб
1. Importing Time Series Data from csv-files.srt 9.93Кб
1. Introduction.mp4 11.47Мб
1. Introduction.mp4 19.55Мб
1. Introduction.mp4 8.91Мб
1. Introduction.mp4 17.15Мб
1. Introduction.srt 2.55Кб
1. Introduction.srt 6.16Кб
1. Introduction.srt 2.08Кб
1. Introduction.srt 3.70Кб
1. Introduction and Downloads Part 2.mp4 17.93Мб
1. Introduction and Downloads Part 2.srt 3.32Кб
1. Introduction and Motivation.mp4 20.22Мб
1. Introduction and Motivation.srt 3.26Кб
1. Introduction and Overview.mp4 10.78Мб
1. Introduction and Overview.srt 2.17Кб
1. Introduction and Preparing the Data.mp4 36.83Мб
1. Introduction and Preparing the Data.srt 6.05Кб
1. Introduction to Iterative Backtesting (event-driven).mp4 30.12Мб
1. Introduction to Iterative Backtesting (event-driven).srt 5.01Кб
1. Introduction to OOP and examples for Classes.mp4 63.75Мб
1. Introduction to OOP and examples for Classes.srt 12.26Кб
1. Introduction to Part 3.mp4 41.33Мб
1. Introduction to Part 3.srt 7.97Кб
1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).mp4
1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).srt
1. Machine Learning - an Overview.mp4 42.53Мб
1. Machine Learning - an Overview.srt 7.89Кб
1. Mean-Reversion Strategies - Overview.mp4 51.41Мб
1. Mean-Reversion Strategies - Overview.srt 6.54Кб
1. OANDA at a first glance.mp4 65.91Мб
1. OANDA at a first glance.srt 9.18Кб
1. Our very first Trade.mp4 13.90Мб
1. Our very first Trade.srt 2.14Кб
1. Overview.mp4 10.23Мб
1. Overview.mp4 6.85Мб
1. Overview.srt 2.21Кб
1. Overview.srt 1.82Кб
1. Project Overview.mp4 23.79Мб
1. Project Overview.srt 6.75Кб
1. Section Downloads.html 124б
1. Section Downloads.html 124б
1. Simple ContrarianMomentum Strategies - Overview.mp4 19.97Мб
1. Simple ContrarianMomentum Strategies - Overview.srt 4.39Кб
1. SMA Crossover Strategies - Overview.mp4 44.01Мб
1. SMA Crossover Strategies - Overview.srt 5.64Кб
1. Updating the Wrapper Package (Part 1).html 359б
1. Weekend and Bank Holiday Alert.html 381б
1. What is Algorithmic Trading Course Overview.mp4 38.27Мб
1. What is Algorithmic Trading Course Overview.srt 6.13Кб
10.1 Short_EUR.xlsx 35.48Кб
10. Boolean Arrays and Conditional Filtering.mp4 18.14Мб
10. Boolean Arrays and Conditional Filtering.srt 5.62Кб
10. Coding Exercise 2.html 158б
10. Coding Exercise 6.html 156б
10. Creating an Iterative Base Class (Part 7).mp4 50.40Мб
10. Creating an Iterative Base Class (Part 7).srt 7.50Кб
10. Creating the Class (Part 5).mp4 21.08Мб
10. Creating the Class (Part 5).srt 3.16Кб
10. Getting help on StackOverflow.com.mp4 39.52Мб
10. Getting help on StackOverflow.com.srt 7.40Кб
10. How to limit the number of retries.mp4 13.68Мб
10. How to limit the number of retries.srt 2.89Кб
10. How to schedule Trading sessions with the Task Scheduler.mp4 39.23Мб
10. How to schedule Trading sessions with the Task Scheduler.srt 5.02Кб
10. In-Sample Backtesting and the Look-ahead-bias.mp4 20.18Мб
10. In-Sample Backtesting and the Look-ahead-bias.srt 4.60Кб
10. More on Variables and Memory.mp4 22.22Мб
10. More on Variables and Memory.srt 8.04Кб
10. OANDA How to place Orders and execute Trades.mp4 85.46Мб
10. OANDA How to place Orders and execute Trades.srt 10.42Кб
10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).mp4
10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).srt
10. Our third Trade A-Z - Going Short EURUSD.mp4 61.88Мб
10. Our third Trade A-Z - Going Short EURUSD.srt 7.93Кб
10. Prediction & Out-Sample Forward Testing.mp4 48.27Мб
10. Prediction & Out-Sample Forward Testing.srt 8.10Кб
10. Storing and resampling real-time tick data (Part 4).mp4 64.12Мб
10. Storing and resampling real-time tick data (Part 4).srt 8.80Кб
10. The method set_ticker().mp4 25.15Мб
10. The method set_ticker().srt 3.43Кб
10. Working with historical data and real-time tick data (Part 1).mp4 34.52Мб
10. Working with historical data and real-time tick data (Part 1).srt 6.72Кб
11.1 keywords.pdf 69.44Кб
11. Adding more methods and performance metrics.mp4 45.38Мб
11. Adding more methods and performance metrics.srt 6.49Кб
11. Advanced Filtering & Bitwise Operators.mp4 28.18Мб
11. Advanced Filtering & Bitwise Operators.srt 7.24Кб
11. Creating an Iterative Base Class (Part 8).mp4 56.36Мб
11. Creating an Iterative Base Class (Part 8).srt 6.97Кб
11. Creating the Class (Part 6).mp4 36.35Мб
11. Creating the Class (Part 6).srt 5.40Кб
11. How to stop Trading Sessions (OANDA).mp4 49.48Мб
11. How to stop Trading Sessions (OANDA).srt 7.08Кб
11. How to traceback more complex Errors.mp4 96.84Мб
11. How to traceback more complex Errors.srt 11.48Кб
11. Netting vs. Hedging.mp4 60.84Мб
11. Netting vs. Hedging.srt 7.50Кб
11. Out-Sample Forward Testing.mp4 30.44Мб
11. Out-Sample Forward Testing.srt 4.90Кб
11. Saving Model and Parameters.mp4 18.24Мб
11. Saving Model and Parameters.srt 3.05Кб
11. Simple Returns vs. Log Returns.mp4 32.65Мб
11. Simple Returns vs. Log Returns.srt 11.09Кб
11. Storing and resampling real-time tick data (Part 5).mp4 30.87Мб
11. Storing and resampling real-time tick data (Part 5).srt 4.44Кб
11. Trading Challenge.html 446б
11. Variables - Dos, Don´ts and Conventions.mp4 17.06Мб
11. Variables - Dos, Don´ts and Conventions.srt 4.75Кб
11. Waiting periods between re-tries.mp4 25.86Мб
11. Waiting periods between re-tries.srt 4.98Кб
11. Working with historical data and real-time tick data (Part 2).mp4 49.57Мб
11. Working with historical data and real-time tick data (Part 2).srt 6.27Кб
12. Adding the Iterative Backtest Child Class for SMA (Part 1).mp4 53.08Мб
12. Adding the Iterative Backtest Child Class for SMA (Part 1).srt 6.50Кб
12. Creating the Class (Part 7).mp4 25.10Мб
12. Creating the Class (Part 7).srt 3.14Кб
12. Determining a Project´s Payback Period with np.where().mp4 22.54Мб
12. Determining a Project´s Payback Period with np.where().srt 5.89Кб
12. FXCM Commands to install required packages.html 626б
12. How to stop Trading Sessions (FXCM).mp4 45.87Мб
12. How to stop Trading Sessions (FXCM).srt 5.58Кб
12. Implementation with Oanda V20 Connection Issues.mp4 36.15Мб
12. Implementation with Oanda V20 Connection Issues.srt 4.04Кб
12. Important Notices.html 822б
12. Importing Financial Data from Excel.mp4 80.70Мб
12. Importing Financial Data from Excel.srt 13.89Кб
12. Inheritance.mp4 78.88Мб
12. Inheritance.srt 9.35Кб
12. Market, Limit and Stop Orders.mp4 39.27Мб
12. Market, Limit and Stop Orders.srt 6.07Кб
12. Problems with the Python Installation.mp4 34.00Мб
12. Problems with the Python Installation.srt 7.41Кб
12. The print() Function.mp4 17.42Мб
12. The print() Function.srt 5.14Кб
12. Working with historical data and real-time tick data (Part 1).mp4 49.43Мб
12. Working with historical data and real-time tick data (Part 1).srt 9.23Кб
12. Working with historical data and real-time tick data (Part 3).mp4 29.94Мб
12. Working with historical data and real-time tick data (Part 3).srt 3.98Кб
13. Adding the Iterative Backtest Child Class for SMA (Part 2).mp4 78.37Мб
13. Adding the Iterative Backtest Child Class for SMA (Part 2).srt 9.92Кб
13. Coding Exercise 1.mp4 46.77Мб
13. Coding Exercise 1.srt 11.51Кб
13. Creating Numpy Arrays from Scratch.mp4 37.87Мб
13. Creating Numpy Arrays from Scratch.srt 6.12Кб
13. Creating the Class (Part 8).mp4 32.75Мб
13. Creating the Class (Part 8).srt 5.14Кб
13. Defining a Simple Contrarian Trading Strategy.mp4 42.25Мб
13. Defining a Simple Contrarian Trading Strategy.srt 5.48Кб
13. External Factors and Issues.mp4 17.43Мб
13. External Factors and Issues.srt 5.22Кб
13. FXCM How to install the FXCM API Wrapper.mp4 32.54Мб
13. FXCM How to install the FXCM API Wrapper.srt 3.52Кб
13. Implementation (Oanda & FXCM).mp4 112.43Мб
13. Implementation (Oanda & FXCM).srt 13.51Кб
13. Inheritance and the super() Function.mp4 53.87Мб
13. Inheritance and the super() Function.srt 7.12Кб
13. Oanda Error Handling (Part 1).mp4 44.54Мб
13. Oanda Error Handling (Part 1).srt 6.92Кб
13. Simple Moving Averages (SMA) with rolling().mp4 40.98Мб
13. Simple Moving Averages (SMA) with rolling().srt 10.89Кб
13. Take-Profit and Stop-Loss Orders.mp4 24.44Мб
13. Take-Profit and Stop-Loss Orders.srt 3.93Кб
13. Working with historical data and real-time tick data (Part 2).mp4 49.06Мб
13. Working with historical data and real-time tick data (Part 2).srt 7.19Кб
14.1 FV_many.pdf 185.95Кб
14.1 FXCM_firststeps.zip 1.48Кб
14. Adding meaningful Docstrings.mp4 50.03Мб
14. Adding meaningful Docstrings.srt 7.38Кб
14. A more general Example.mp4 30.79Мб
14. A more general Example.srt 4.73Кб
14. Coding Exercise 7.html 158б
14. Errors related to the course content (Transcription Errors).mp4 16.40Мб
14. Errors related to the course content (Transcription Errors).srt 5.12Кб
14. FXCM Getting the Access Token & other Preparations.mp4 21.07Мб
14. FXCM Getting the Access Token & other Preparations.srt 3.36Кб
14. Momentum Trading Strategies with SMAs.mp4 33.01Мб
14. Momentum Trading Strategies with SMAs.srt 8.70Кб
14. Oanda Error Handling (Part 2).mp4 64.14Мб
14. Oanda Error Handling (Part 2).srt 8.83Кб
14. Placing Orders and Executing Trades.mp4 58.21Мб
14. Placing Orders and Executing Trades.srt 8.30Кб
14. TVM Problems with many Cashflows.mp4 10.47Мб
14. TVM Problems with many Cashflows.srt 4.48Кб
14. Using Modules and adding Docstrings.mp4 38.88Мб
14. Using Modules and adding Docstrings.srt 5.60Кб
14. Working with historical data and real-time tick data (Part 3).mp4 30.04Мб
14. Working with historical data and real-time tick data (Part 3).srt 4.07Кб
15. Creating and Importing Python Modules (.py).mp4 20.80Мб
15. Creating and Importing Python Modules (.py).srt 4.25Кб
15. Defining a simple Contrarian Strategy.mp4 51.66Мб
15. Defining a simple Contrarian Strategy.srt 6.61Кб
15. Exponentially-weighted Moving Averages (EWMA).mp4 23.79Мб
15. Exponentially-weighted Moving Averages (EWMA).srt 5.63Кб
15. FXCM Connecting to the APIServer.mp4 42.81Мб
15. FXCM Connecting to the APIServer.srt 8.08Кб
15. How to work with nested Lists.mp4 18.24Мб
15. How to work with nested Lists.srt 5.37Кб
15. Intro to Python Lists.mp4 7.77Мб
15. Intro to Python Lists.srt 3.01Кб
15. Oanda Error Handling (Part 3).mp4 34.55Мб
15. Oanda Error Handling (Part 3).srt 4.21Кб
15. OOP Challenge Add Contrarian and Bollinger Strategies.mp4 65.82Мб
15. OOP Challenge Add Contrarian and Bollinger Strategies.srt 7.93Кб
15. Summary and Debugging Flow-Chart.mp4 26.36Мб
15. Summary and Debugging Flow-Chart.srt 8.73Кб
15. Trade Monitoring and Reporting.mp4 56.16Мб
15. Trade Monitoring and Reporting.srt 6.71Кб
15. Trading Challenge.html 569б
16.1 Indexing.pdf 122.88Кб
16. 2-dimensional Numpy Arrays.mp4 16.13Мб
16. 2-dimensional Numpy Arrays.srt 4.63Кб
16. Coding Exercise 3 Create your own Class.mp4 37.05Мб
16. Coding Exercise 3 Create your own Class.srt 8.12Кб
16. Implementation with FXCM APIServer Issues.mp4 20.83Мб
16. Implementation with FXCM APIServer Issues.srt 2.78Кб
16. Merging Aligning Financial Time Series (hands-on).mp4 25.90Мб
16. Merging Aligning Financial Time Series (hands-on).srt 6.01Кб
16. Placing Orders and Executing Trades.mp4 57.49Мб
16. Placing Orders and Executing Trades.srt 6.69Кб
16. Trading other Strategies - Coding Challenge.mp4 14.07Мб
16. Trading other Strategies - Coding Challenge.srt 2.19Кб
16. Troubleshooting FXCM Server Connection Issues.html 4.04Кб
16. Zero-based Indexing and negative Indexing in Python (Theory).mp4 7.44Мб
16. Zero-based Indexing and negative Indexing in Python (Theory).srt 3.40Кб
17. FXCM Error Handling (Part 1).mp4 41.84Мб
17. FXCM Error Handling (Part 1).srt 5.44Кб
17. FXCM How to load Historical Price Data (Part 1).mp4 51.78Мб
17. FXCM How to load Historical Price Data (Part 1).srt 6.85Кб
17. How to slice 2-dim Numpy Arrays (Part 1).mp4 28.93Мб
17. How to slice 2-dim Numpy Arrays (Part 1).srt 6.72Кб
17. Indexing Lists.mp4 13.87Мб
17. Indexing Lists.srt 3.76Кб
17. SMA Crossover and Bollinger Bands (Solution).mp4 41.79Мб
17. SMA Crossover and Bollinger Bands (Solution).srt 4.83Кб
17. Trade Monitoring and Reporting.mp4 84.56Мб
17. Trade Monitoring and Reporting.srt 9.20Кб
18. For Loops - Iterating over Lists.mp4 29.91Мб
18. For Loops - Iterating over Lists.srt 9.79Кб
18. FXCM Error Handling (Part 2).mp4 38.16Мб
18. FXCM Error Handling (Part 2).srt 5.84Кб
18. FXCM How to load Historical Price Data (Part 2).mp4 43.26Мб
18. FXCM How to load Historical Price Data (Part 2).srt 5.24Кб
18. How to slice 2-dim Numpy Arrays (Part 2).mp4 8.75Мб
18. How to slice 2-dim Numpy Arrays (Part 2).srt 2.43Кб
18. Machine Learning Strategies (1) - Model Fitting.mp4 33.86Мб
18. Machine Learning Strategies (1) - Model Fitting.srt 6.41Кб
18. Trading other Strategies - Coding Challenge.mp4 12.56Мб
18. Trading other Strategies - Coding Challenge.srt 2.09Кб
19. FXCM Streaming high-frequency real-time Data.mp4 47.68Мб
19. FXCM Streaming high-frequency real-time Data.srt 7.20Кб
19. Implementing an SMA Crossover Strategy (Solution).mp4 37.04Мб
19. Implementing an SMA Crossover Strategy (Solution).srt 4.25Кб
19. Machine Learning Strategies (2) - Implementation.mp4 53.91Мб
19. Machine Learning Strategies (2) - Implementation.srt 6.14Кб
19. Recap Changing Elements in a Numpy Array slice.mp4 16.51Мб
19. Recap Changing Elements in a Numpy Array slice.srt 4.40Кб
19. The range Object - another Iterable.mp4 17.08Мб
19. The range Object - another Iterable.srt 5.97Кб
2.1 Part4_Materials.zip 736.39Кб
2.1 Part5_Materials.zip 1.76Мб
2.1 strategy_overview.pdf 401.07Кб
2.1 Trading_vs_investing.pdf 529.76Кб
2.1 TVM.pdf 195.76Кб
2. A first Intuition on Iterative Backtesting (Part 1).mp4 34.82Мб
2. A first Intuition on Iterative Backtesting (Part 1).srt 6.78Кб
2. Converting strings to datetime objects with pd.to_datetime().mp4 48.85Мб
2. Converting strings to datetime objects with pd.to_datetime().srt 11.12Кб
2. Defining an SMA Crossover Strategy.mp4 43.69Мб
2. Defining an SMA Crossover Strategy.srt 7.70Кб
2. Defining your first user-defined Function.mp4 27.36Мб
2. Defining your first user-defined Function.srt 7.33Кб
2. Demonstration AWS EC2 for Algorithmic Trading live in action.mp4
2. Demonstration AWS EC2 for Algorithmic Trading live in action.srt
2. Download and Install Anaconda.mp4 60.88Мб
2. Download and Install Anaconda.srt 9.04Кб
2. Downloads for Part 4.html 123б
2. Downloads for PART 5.html 123б
2. Filling NA Values with bfill, ffill and interpolation.mp4 68.43Мб
2. Filling NA Values with bfill, ffill and interpolation.srt 11.98Кб
2. Getting the Data.mp4 15.39Мб
2. Getting the Data.mp4 11.62Мб
2. Getting the Data.srt 2.88Кб
2. Getting the Data.srt 2.21Кб
2. Historical Data, real-time Data and Orders (Recap).mp4 65.82Мб
2. Historical Data, real-time Data and Orders (Recap).srt 10.42Кб
2. How to create an Account.mp4 48.28Мб
2. How to create an Account.mp4 53.89Мб
2. How to create an Account.srt 7.95Кб
2. How to create an Account.srt 7.43Кб
2. How to get the best out of this course.mp4 37.57Мб
2. How to get the best out of this course.srt 6.89Кб
2. Importing Stock Price Data from Yahoo Finance.mp4 58.50Мб
2. Importing Stock Price Data from Yahoo Finance.srt 10.20Кб
2. Installation of Tensorflow & Keras (Part 1).html 555б
2. Intro to the Time Value of Money (TVM) Concept (Theory).mp4 16.49Мб
2. Intro to the Time Value of Money (TVM) Concept (Theory).srt 7.50Кб
2. Linear Regression with scikit-learn - a simple Introduction.mp4 48.30Мб
2. Linear Regression with scikit-learn - a simple Introduction.srt 9.18Кб
2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).mp4
2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).srt
2. Long Term Investing vs. (Algorithmic) Day Trading.mp4 30.90Мб
2. Long Term Investing vs. (Algorithmic) Day Trading.srt 5.56Кб
2. Modules, Packages and Libraries - No need to reinvent the Wheel.mp4 32.02Мб
2. Modules, Packages and Libraries - No need to reinvent the Wheel.srt 9.01Кб
2. Overview.mp4 4.52Мб
2. Overview.srt 1.33Кб
2. Section Materials Notebooks.html 122б
2. Strategy 1 SMA.mp4 13.27Мб
2. Strategy 1 SMA.srt 2.72Кб
2. Test your debugging skills!.mp4 58.59Мб
2. Test your debugging skills!.srt 11.65Кб
2. The best time to trade (Part 1).mp4 19.04Мб
2. The best time to trade (Part 1).srt 3.70Кб
2. The Financial Analysis Class live in action (Part 1).mp4 27.26Мб
2. The Financial Analysis Class live in action (Part 1).srt 5.24Кб
2. Trading Strategies - an Overview.mp4 46.94Мб
2. Trading Strategies - an Overview.srt 7.88Кб
2. Updating the Wrapper Package (Part 2).mp4 25.41Мб
2. Updating the Wrapper Package (Part 2).srt 3.27Кб
20.1 PV_FV_many.pdf 194.55Кб
20. Calculate FV and PV for many Cashflows.mp4 33.52Мб
20. Calculate FV and PV for many Cashflows.srt 9.12Кб
20. Excursus Printing all ticks in a Command PromptTerminal.html 533б
20. FXCM How to place Orders and execute Trades.mp4 45.97Мб
20. FXCM How to place Orders and execute Trades.srt 7.79Кб
20. How to perform row-wise and column-wise Operations.mp4 22.47Мб
20. How to perform row-wise and column-wise Operations.srt 5.54Кб
20. Implementing a Bollinger Bands Strategy (Solution).mp4 30.40Мб
20. Implementing a Bollinger Bands Strategy (Solution).srt 3.34Кб
21.1 NPV.pdf 245.66Кб
21. Coding Exercise 8.html 158б
21. Machine Learning Strategies (1) - Model Fitting.mp4 33.75Мб
21. Machine Learning Strategies (1) - Model Fitting.srt 6.41Кб
21. Running a Python Script.mp4 47.66Мб
21. Running a Python Script.srt 6.88Кб
21. The Net Present Value - NPV (Theory).mp4 33.29Мб
21. The Net Present Value - NPV (Theory).srt 9.76Кб
21. Trading Challenge.html 445б
22. Calculate an Investment Project´s NPV.mp4 14.34Мб
22. Calculate an Investment Project´s NPV.srt 3.63Кб
22. Intro to Tabular Data Pandas.mp4 18.08Мб
22. Intro to Tabular Data Pandas.srt 5.64Кб
22. Machine Learning Strategies (2) - Implementation.mp4 61.58Мб
22. Machine Learning Strategies (2) - Implementation.srt 7.28Кб
23. Coding Exercise 2.mp4 37.98Мб
23. Coding Exercise 2.srt 10.02Кб
23. Create your very first Pandas DataFrame (from csv).mp4 62.52Мб
23. Create your very first Pandas DataFrame (from csv).srt 10.37Кб
23. Importing a Trader Module Class.mp4 19.19Мб
23. Importing a Trader Module Class.srt 2.87Кб
24. Data Types in Action.mp4 24.33Мб
24. Data Types in Action.srt 7.55Кб
24. Excursus Printing all ticks in a Command PromptTerminal.html 533б
24. Pandas Display Options and the methods head() & tail().mp4 40.48Мб
24. Pandas Display Options and the methods head() & tail().srt 7.77Кб
25.1 Type_Hierarchy.pdf 162.43Кб
25. First Data Inspection.mp4 56.02Мб
25. First Data Inspection.srt 14.46Кб
25. Running a Python Trader Script.mp4 58.72Мб
25. Running a Python Trader Script.srt 7.20Кб
25. The Data Type Hierarchy (Theory).mp4 10.78Мб
25. The Data Type Hierarchy (Theory).srt 4.30Кб
26. Coding Exercise 9.html 159б
26. Excursus Dynamic Typing in Python.mp4 5.20Мб
26. Excursus Dynamic Typing in Python.srt 1.99Кб
27.1 Built_in_func.pdf 92.61Кб
27. Build-in Functions.mp4 25.39Мб
27. Build-in Functions.srt 7.72Кб
27. Selecting Columns.mp4 26.63Мб
27. Selecting Columns.srt 6.54Кб
28. Integers.mp4 10.97Мб
28. Integers.srt 3.90Кб
28. Selecting one Column with the dot notation.mp4 8.55Мб
28. Selecting one Column with the dot notation.srt 2.75Кб
29. Floats.mp4 24.33Мб
29. Floats.srt 6.83Кб
29. Zero-based Indexing and Negative Indexing.mp4 10.18Мб
29. Zero-based Indexing and Negative Indexing.srt 3.97Кб
3.1 Currency.pdf 113.63Кб
3.1 did_you_know.pdf 429.34Кб
3.1 Part3_Materials.zip 2.24Мб
3.1 Spot_vs_Futures.pdf 253.73Кб
3. A first Intuition on Iterative Backtesting (Part 2).mp4 38.02Мб
3. A first Intuition on Iterative Backtesting (Part 2).srt 5.78Кб
3. Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.mp4
3. Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.srt
3. Calculate Future Values (FV) with Python Compounding.mp4 12.76Мб
3. Calculate Future Values (FV) with Python Compounding.srt 4.30Кб
3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4 29.79Мб
3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).srt 4.99Кб
3. Did you know... (what Data can tell us about Day Trading).mp4 39.24Мб
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3. Downloads for Part 3.html 123б
3. Example Trade Buying EURUSD.mp4 24.42Мб
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3. Excursus Your FAQs answered.mp4 31.16Мб
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3. FOREX Currency Exchange Rates explained.mp4 59.54Мб
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3. Getting and Preparing the Data.mp4 17.03Мб
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3. How to open Jupyter Notebooks.mp4 50.92Мб
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3. Indexing and Slicing Time Series.mp4 40.63Мб
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3. Major reasons for Coding Errors.mp4 5.39Мб
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3. Making Predictions with Linear Regression.mp4 16.24Мб
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3. Numpy Arrays.mp4 35.70Мб
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3. OANDA Commands to install required packages.html 409б
3. Python Errors (Exceptions).mp4 6.83Мб
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3. Spot Trading vs. Derivatives Trading (Part 1).mp4 57.79Мб
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3. Timezones and Converting (Part 1).mp4 29.36Мб
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3. Troubleshooting FXCM Server Connection Issues.html 4.04Кб
3. Vectorized Strategy Backtesting.mp4 58.33Мб
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3. Weekend and Bank Holiday Alert.html 381б
3. What´s the difference between Positional Arguments vs. Keyword Arguments.mp4 36.34Мб
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30. How to round Floats (and Integers) with round().mp4 20.91Мб
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30. Selecting Rows with iloc (position-based indexing).mp4 65.01Мб
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31. Slicing Rows and Columns with iloc (position-based indexing).mp4 24.28Мб
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32.1 pandas_iloc.pdf 72.00Кб
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32. Position-based Indexing Cheat Sheets.html 440б
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34.1 Slicing_cheatsheet.pdf 105.28Кб
34. Slicing Cheat Sheet.html 108б
34. Slicing Rows and Columns with loc (label-based indexing).mp4 77.57Мб
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35.1 Pandas_loc.pdf 67.80Кб
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35. Label-based Indexing Cheat Sheets.html 701б
36. Sorting and Reversing Lists.mp4 13.19Мб
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36. Summary, Best Practices and Outlook.mp4 42.02Мб
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37. Adding and removing Elements fromto Lists.mp4 38.54Мб
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37. Coding Exercise 10.html 159б
38. First Steps with Pandas Series.mp4 18.99Мб
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38. Mutable vs. immutable Objects (Part 1).mp4 34.50Мб
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39.1 Python_for_Finance_Mutability.pdf 166.74Кб
39. Analyzing Numerical Series with unique(), nunique() and value_counts().mp4
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39. Mutable vs. immutable Objects (Part 2).mp4 21.86Мб
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4.1 Long_EUR_fxcm.xlsx 26.34Кб
4. Calculate Present Values (FV) with Python Discounting.mp4 10.06Мб
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4. Combining both Strategies - Alternative 1.mp4 37.47Мб
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4. Creating an Iterative Base Class (Part 1).mp4 27.18Мб
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4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4 70.65Мб
4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).srt 10.09Кб
4. Defining a simple Contrarian Strategy.mp4 21.46Мб
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4. Downsampling Time Series with resample().mp4 72.18Мб
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4. Finding the optimal SMA Strategy.mp4 82.77Мб
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4. Getting and Preparing the Data.mp4 8.43Мб
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4. Historical Data, real-time Data and Orders (Recap).mp4 72.76Мб
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4. How to create an EC2 Instance.mp4 71.79Мб
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4. How to work with Default Arguments.mp4 28.48Мб
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4. How to work with Jupyter Notebooks.mp4 53.46Мб
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4. Normalizing Time Series to a Base Value (100).mp4 37.36Мб
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4. OANDA How to install the OANDA API Wrapper.mp4 28.38Мб
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4. Our second Trade - EURUSD FOREX Trading.mp4 42.93Мб
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4. Overfitting.mp4 38.40Мб
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4. Predicting Market Direction with Logistic Regression.mp4 27.44Мб
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4. Preview A Trader Class live in action.mp4 50.80Мб
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4. Spot Trading vs. Derivatives Trading (Part 2).mp4 67.47Мб
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4. Spreads during the busy hours.mp4 13.24Мб
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4. Test your knowledge.html 203б
4. The most commonly made Errors at a glance.mp4 35.49Мб
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4. The special method __init__().mp4 35.03Мб
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4. Timezones and Converting (Part 2).mp4 36.91Мб
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43. First Steps with Pandas Index Objects.mp4 37.14Мб
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43. Intro to Strings.mp4 40.83Мб
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44. Changing Row Index with set_index() and reset_index().mp4 63.07Мб
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45. Booleans.mp4 8.89Мб
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46.1 Operators.pdf 145.62Кб
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46. Renaming Index & Column Labels with rename().mp4 27.99Мб
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47. Comparison, Logical and Membership Operators in Action.mp4 35.53Мб
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47. Filtering DataFrames (one Condition).mp4 44.85Мб
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48. Coding Exercise 4.mp4 42.30Мб
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48. Filtering DataFrames by many Conditions (AND).mp4 21.23Мб
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49. Filtering DataFrames by many Conditions (OR).mp4 25.79Мб
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5.1 Brokers.pdf 553.71Кб
5.1 Interest_Rates.pdf 197.82Кб
5.1 Long_EUR.xlsx 40.06Кб
5.1 Oanda_firststeps.zip 1.23Кб
5. Adding LabelsFeatures.mp4 37.73Мб
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5. A simple Buy and Hold Strategy.mp4 26.11Мб
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5. Catching specific Errors.mp4 7.56Мб
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5. Charting.mp4 13.70Мб
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5. Collecting and storing real-time tick data.mp4 53.99Мб
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5. Creating an Iterative Base Class (Part 2).mp4 16.92Мб
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5. Generalization with OOP An SMA Backtesting Class in action.mp4 73.61Мб
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5. How to calculate Profit & Loss of a Trade.mp4 48.85Мб
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5. How to connect to your EC2 Instance.mp4 33.13Мб
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5. In-Sample Backtesting and the Look-ahead-bias.mp4 14.19Мб
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5. OANDA Getting the API Key & other Preparations.mp4 31.49Мб
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5. Omitting cells, changing the sequence and more.mp4 50.01Мб
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5. Overview & the Brokers OANDA and FXCM.mp4 30.27Мб
5. Overview & the Brokers OANDA and FXCM.srt 5.98Кб
5. Preview A Trader Class live in action.mp4 47.96Мб
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5. Student FAQ.html 10.09Кб
5. Taking into account busy Trading Hours.mp4 15.21Мб
5. Taking into account busy Trading Hours.srt 2.95Кб
5. The Default Argument None.mp4 26.79Мб
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5. The Impact of Granularity.mp4 28.19Мб
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5. The method get_data().mp4 42.74Мб
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5. The shift() method.mp4 29.49Мб
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5. Tips for Python Beginners.mp4 6.20Мб
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5. Underfitting.mp4 23.56Мб
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5. Vectorized Operations with Numpy Arrays.mp4 18.73Мб
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5. Vectorized Strategy Backtesting.mp4 28.93Мб
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50. Advanced Filtering with between(), isin() and ~.mp4 54.43Мб
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50. Keywords pass, continue and break.mp4 39.39Мб
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51. Calculate a Project´s Payback Period.mp4 21.87Мб
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51. Intro to NA Values missing Values.mp4 38.16Мб
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52. Introduction to while loops.mp4 35.65Мб
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53. Coding Exercise 5.html 158б
53. Exporting DataFrames to csv.mp4 10.59Мб
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54. Summary Statistics and Accumulations.mp4 46.93Мб
54. Summary Statistics and Accumulations.srt 11.74Кб
55. Visualization with Matplotlib (Intro).mp4 59.12Мб
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56. Customization of Plots.mp4 84.12Мб
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59. Scatterplots.mp4 29.46Мб
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6. Adding lags.mp4 19.23Мб
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6. Calculate Interest Rates and Returns with Python.mp4 19.26Мб
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6. Changing Elements in Numpy Arrays & Mutability.mp4 24.52Мб
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6. Changing the Window Parameter.mp4 39.18Мб
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6. Closing Positions vs. Hedging Positions.mp4 18.49Мб
6. Closing Positions vs. Hedging Positions.srt 2.56Кб
6. Conclusions.mp4 18.02Мб
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6. Generalization with OOP A Bollinger Bands Backtesting Class in action.mp4
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6. Getting the Data.mp4 9.50Мб
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6. Getting the Instance Ready for Algorithmic Trading.mp4 60.04Мб
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6. How to collect and store real-time tick data.mp4 40.41Мб
6. How to collect and store real-time tick data.srt 6.29Кб
6. How to unpack Iterables.mp4 18.62Мб
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6. IndexErrors.mp4 31.09Мб
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6. LEGAL DISCLAIMER (MUST READ!) .html 2.56Кб
6. OANDA Connecting to the APIServer.mp4 48.32Мб
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6. Out-Sample Forward Testing.mp4 20.11Мб
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6. Performance Metrics.mp4 38.07Мб
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6. Storing and resampling real-time tick data (Part 1).mp4 64.55Мб
6. Storing and resampling real-time tick data (Part 1).srt 9.07Кб
6. Strategy Backtesting.mp4 10.87Мб
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6. The Exception class.mp4 5.67Мб
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6. The method log_returns().mp4 22.98Мб
6. The method log_returns().srt 3.51Кб
6. The methods diff() and pct_change().mp4 32.71Мб
6. The methods diff() and pct_change().srt 8.36Кб
6. Trading Costs and Performance Attribution.mp4 69.54Мб
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60. First Steps with Seaborn.mp4 18.25Мб
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61. Categorical Seaborn Plots.mp4 70.72Мб
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64. Removing Columns.mp4 29.62Мб
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65. Introduction to GroupBy Operations.mp4 8.09Мб
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67. Splitting with many Keys.mp4 42.24Мб
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7. A simple Linear Model to predict Financial Returns (Part 1).mp4 17.79Мб
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7. A Trader Class.mp4 39.47Мб
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7. Combining both Strategies - Alternative 2.mp4 22.17Мб
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7. Creating an Iterative Base Class (Part 4).mp4 49.37Мб
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7. Creating the Class (Part 2).mp4 65.52Мб
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7. Generalization with OOP A Classification Backtesting Class in action.mp4
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7. Indentation Errors.mp4 12.21Мб
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7. Introduction to Variables.mp4 18.13Мб
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7. Margin and Leverage.mp4 70.56Мб
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7. Measuring Stock Performance with MEAN Returns and STD of Returns.mp4 34.87Мб
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7. OANDA How to load Historical Price Data (Part 1).mp4 57.36Мб
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7. OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).mp4
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7. Order Types at a glance.mp4 27.53Мб
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7. String representation and the special method __repr__().mp4 22.13Мб
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7. Trades and Trading Costs (Part 1).mp4 59.04Мб
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7. try, except, else.mp4 25.15Мб
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7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4 19.26Мб
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7. Weekend and Bank Holiday Alert.html 381б
8. A simple Linear Model to predict Financial Returns (Part 2).mp4 42.74Мб
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8. finally.mp4 20.12Мб
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8. Financial Time Series - Return and Risk.mp4 44.93Мб
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8. How to return many results.mp4 13.44Мб
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8. How to run Python Scripts in a Windows Command Prompt.mp4 29.98Мб
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8. Margin Closeout and more.mp4 41.31Мб
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8. OANDA How to load Historical Price Data (Part 2).mp4 33.46Мб
8. OANDA How to load Historical Price Data (Part 2).srt 4.03Кб
8. Storing and resampling real-time tick data (Part 2).mp4 45.99Мб
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8. Strategy Optimization.mp4 68.54Мб
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8. The Classification Backtesting Class explained (Part 1).mp4 54.45Мб
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8. The methods plot_prices() and plot_returns().mp4 34.11Мб
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8. Trades and Trading Costs (Part 2).mp4 21.94Мб
8. Trades and Trading Costs (Part 2).srt 3.43Кб
8. Trading Challenge.html 511б
9.1 Candlestick.pdf 92.60Кб
9.1 Variables.pdf 142.98Кб
9. A Multiple Regression Model to predict Financial Returns.mp4 36.68Мб
9. A Multiple Regression Model to predict Financial Returns.srt 6.50Кб
9. Creating and Fitting the DNN Model.mp4 47.63Мб
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9. Encapsulation and protected Attributes.mp4 24.06Мб
9. Encapsulation and protected Attributes.srt 4.37Кб
9. Financial Time Series - Covariance and Correlation.mp4 21.04Мб
9. Financial Time Series - Covariance and Correlation.srt 5.51Кб
9. Generalization with OOP A Contrarian Backtesting Class in action.mp4 60.65Мб
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9. Scope - easily explained.srt 10.01Кб
9. Storing and resampling real-time tick data (Part 3).mp4 32.13Мб
9. Storing and resampling real-time tick data (Part 3).mp4 25.25Мб
9. Storing and resampling real-time tick data (Part 3).srt 5.24Кб
9. Storing and resampling real-time tick data (Part 3).srt 3.52Кб
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9. The Classification Backtesting Class explained (Part 2).srt 4.88Кб
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9. Try again (...until it works).srt 5.31Кб
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9. Variables and Memory (Theory).srt 2.45Кб
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