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GetFreeCourses.Co-Udemy-Algorithmic Trading A-Z with Python, Machine Learning & AWS

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File Name

Size

1. Getting Started/1. What is Algorithmic Trading Course Overview.mp4

38.27MB

1. Getting Started/1. What is Algorithmic Trading Course Overview.srt

6.13KB

1. Getting Started/1.1 Overview.pdf

476.76KB

1. Getting Started/2. How to get the best out of this course.mp4

37.57MB

1. Getting Started/2. How to get the best out of this course.srt

6.89KB

1. Getting Started/3. Did you know... (what Data can tell us about Day Trading).mp4

39.24MB

1. Getting Started/3. Did you know... (what Data can tell us about Day Trading).srt

5.43KB

1. Getting Started/3.1 did_you_know.pdf

429.34KB

1. Getting Started/4. Test your knowledge.html

203B

1. Getting Started/5. Student FAQ.html

10.09KB

1. Getting Started/6. LEGAL DISCLAIMER (MUST READ!) .html

2.56KB

10. Introduction to Time Series Data in Pandas/1. Importing Time Series Data from csv-files.mp4

34.42MB

10. Introduction to Time Series Data in Pandas/1. Importing Time Series Data from csv-files.srt

9.93KB

10. Introduction to Time Series Data in Pandas/2. Converting strings to datetime objects with pd.to_datetime().mp4

48.85MB

10. Introduction to Time Series Data in Pandas/2. Converting strings to datetime objects with pd.to_datetime().srt

11.12KB

10. Introduction to Time Series Data in Pandas/3. Indexing and Slicing Time Series.mp4

40.63MB

10. Introduction to Time Series Data in Pandas/3. Indexing and Slicing Time Series.srt

8.14KB

10. Introduction to Time Series Data in Pandas/4. Downsampling Time Series with resample().mp4

72.18MB

10. Introduction to Time Series Data in Pandas/4. Downsampling Time Series with resample().srt

16.73KB

10. Introduction to Time Series Data in Pandas/5. Coding Exercise 1.mp4

35.91MB

10. Introduction to Time Series Data in Pandas/5. Coding Exercise 1.srt

5.81KB

11. Financial Data Analysis with Pandas - an Introduction/1. Getting Ready (Installing required library).mp4

18.34MB

11. Financial Data Analysis with Pandas - an Introduction/1. Getting Ready (Installing required library).srt

2.53KB

11. Financial Data Analysis with Pandas - an Introduction/10. Coding Exercise 2.html

158B

11. Financial Data Analysis with Pandas - an Introduction/11. Simple Returns vs. Log Returns.mp4

32.65MB

11. Financial Data Analysis with Pandas - an Introduction/11. Simple Returns vs. Log Returns.srt

11.09KB

11. Financial Data Analysis with Pandas - an Introduction/12. Importing Financial Data from Excel.mp4

80.7MB

11. Financial Data Analysis with Pandas - an Introduction/12. Importing Financial Data from Excel.srt

13.89KB

11. Financial Data Analysis with Pandas - an Introduction/13. Simple Moving Averages (SMA) with rolling().mp4

40.98MB

11. Financial Data Analysis with Pandas - an Introduction/13. Simple Moving Averages (SMA) with rolling().srt

10.89KB

11. Financial Data Analysis with Pandas - an Introduction/14. Momentum Trading Strategies with SMAs.mp4

33.01MB

11. Financial Data Analysis with Pandas - an Introduction/14. Momentum Trading Strategies with SMAs.srt

8.7KB

11. Financial Data Analysis with Pandas - an Introduction/15. Exponentially-weighted Moving Averages (EWMA).mp4

23.79MB

11. Financial Data Analysis with Pandas - an Introduction/15. Exponentially-weighted Moving Averages (EWMA).srt

5.63KB

11. Financial Data Analysis with Pandas - an Introduction/16. Merging Aligning Financial Time Series (hands-on).mp4

25.9MB

11. Financial Data Analysis with Pandas - an Introduction/16. Merging Aligning Financial Time Series (hands-on).srt

6.01KB

11. Financial Data Analysis with Pandas - an Introduction/2. Importing Stock Price Data from Yahoo Finance.mp4

58.5MB

11. Financial Data Analysis with Pandas - an Introduction/2. Importing Stock Price Data from Yahoo Finance.srt

10.2KB

11. Financial Data Analysis with Pandas - an Introduction/3. Initial Inspection and Visualization.mp4

36.34MB

11. Financial Data Analysis with Pandas - an Introduction/3. Initial Inspection and Visualization.srt

6.06KB

11. Financial Data Analysis with Pandas - an Introduction/4. Normalizing Time Series to a Base Value (100).mp4

37.36MB

11. Financial Data Analysis with Pandas - an Introduction/4. Normalizing Time Series to a Base Value (100).srt

7.66KB

11. Financial Data Analysis with Pandas - an Introduction/5. The shift() method.mp4

29.49MB

11. Financial Data Analysis with Pandas - an Introduction/5. The shift() method.srt

8.69KB

11. Financial Data Analysis with Pandas - an Introduction/6. The methods diff() and pct_change().mp4

32.71MB

11. Financial Data Analysis with Pandas - an Introduction/6. The methods diff() and pct_change().srt

8.36KB

11. Financial Data Analysis with Pandas - an Introduction/7. Measuring Stock Performance with MEAN Returns and STD of Returns.mp4

34.87MB

11. Financial Data Analysis with Pandas - an Introduction/7. Measuring Stock Performance with MEAN Returns and STD of Returns.srt

10.77KB

11. Financial Data Analysis with Pandas - an Introduction/8. Financial Time Series - Return and Risk.mp4

44.93MB

11. Financial Data Analysis with Pandas - an Introduction/8. Financial Time Series - Return and Risk.srt

10.35KB

11. Financial Data Analysis with Pandas - an Introduction/9. Financial Time Series - Covariance and Correlation.mp4

21.04MB

11. Financial Data Analysis with Pandas - an Introduction/9. Financial Time Series - Covariance and Correlation.srt

5.51KB

12. Advanced Topics/1. Helpful DatetimeIndex Attributes and Methods.mp4

37.38MB

12. Advanced Topics/1. Helpful DatetimeIndex Attributes and Methods.srt

7.22KB

12. Advanced Topics/2. Filling NA Values with bfill, ffill and interpolation.mp4

68.43MB

12. Advanced Topics/2. Filling NA Values with bfill, ffill and interpolation.srt

11.98KB

12. Advanced Topics/3. Timezones and Converting (Part 1).mp4

29.36MB

12. Advanced Topics/3. Timezones and Converting (Part 1).srt

5.37KB

12. Advanced Topics/4. Timezones and Converting (Part 2).mp4

36.91MB

12. Advanced Topics/4. Timezones and Converting (Part 2).srt

5.53KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/1. Introduction to OOP and examples for Classes.mp4

63.75MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/1. Introduction to OOP and examples for Classes.srt

12.26KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/1.1 OOP.pdf

479.5KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/10. The method set_ticker().mp4

25.15MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/10. The method set_ticker().srt

3.43KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/11. Adding more methods and performance metrics.mp4

45.38MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/11. Adding more methods and performance metrics.srt

6.49KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/12. Inheritance.mp4

78.88MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/12. Inheritance.srt

9.35KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/13. Inheritance and the super() Function.mp4

53.87MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/13. Inheritance and the super() Function.srt

7.12KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/14. Adding meaningful Docstrings.mp4

50.03MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/14. Adding meaningful Docstrings.srt

7.38KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/15. Creating and Importing Python Modules (.py).mp4

20.8MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/15. Creating and Importing Python Modules (.py).srt

4.25KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/16. Coding Exercise 3 Create your own Class.mp4

37.05MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/16. Coding Exercise 3 Create your own Class.srt

8.12KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/2. The Financial Analysis Class live in action (Part 1).mp4

27.26MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/2. The Financial Analysis Class live in action (Part 1).srt

5.24KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/3. The Financial Analysis Class live in action (Part 2).mp4

19.75MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/3. The Financial Analysis Class live in action (Part 2).srt

4.05KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/4. The special method __init__().mp4

35.03MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/4. The special method __init__().srt

9.03KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/5. The method get_data().mp4

42.74MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/5. The method get_data().srt

6.78KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/6. The method log_returns().mp4

22.98MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/6. The method log_returns().srt

3.51KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/7. String representation and the special method __repr__().mp4

22.13MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/7. String representation and the special method __repr__().srt

3.89KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/8. The methods plot_prices() and plot_returns().mp4

34.11MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/8. The methods plot_prices() and plot_returns().srt

5.87KB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/9. Encapsulation and protected Attributes.mp4

24.06MB

13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/9. Encapsulation and protected Attributes.srt

4.37KB

14. +++ PART 3 Defining and Testing Trading Strategies +++/1. Introduction to Part 3.mp4

41.33MB

14. +++ PART 3 Defining and Testing Trading Strategies +++/1. Introduction to Part 3.srt

7.97KB

14. +++ PART 3 Defining and Testing Trading Strategies +++/2. Trading Strategies - an Overview.mp4

46.94MB

14. +++ PART 3 Defining and Testing Trading Strategies +++/2. Trading Strategies - an Overview.srt

7.88KB

14. +++ PART 3 Defining and Testing Trading Strategies +++/2.1 strategy_overview.pdf

401.07KB

14. +++ PART 3 Defining and Testing Trading Strategies +++/3. Downloads for Part 3.html

123B

14. +++ PART 3 Defining and Testing Trading Strategies +++/3.1 Part3_Materials.zip

2.24MB

14. +++ PART 3 Defining and Testing Trading Strategies +++/4. Getting the Data.mp4

20.26MB

14. +++ PART 3 Defining and Testing Trading Strategies +++/4. Getting the Data.srt

4.54KB

14. +++ PART 3 Defining and Testing Trading Strategies +++/5. A simple Buy and Hold Strategy.mp4

26.11MB

14. +++ PART 3 Defining and Testing Trading Strategies +++/5. A simple Buy and Hold Strategy.srt

5.88KB

14. +++ PART 3 Defining and Testing Trading Strategies +++/6. Performance Metrics.mp4

38.07MB

14. +++ PART 3 Defining and Testing Trading Strategies +++/6. Performance Metrics.srt

7.36KB

15. Defining and Backtesting SMA Strategies/1. SMA Crossover Strategies - Overview.mp4

44.01MB

15. Defining and Backtesting SMA Strategies/1. SMA Crossover Strategies - Overview.srt

5.64KB

15. Defining and Backtesting SMA Strategies/10. Creating the Class (Part 5).mp4

21.08MB

15. Defining and Backtesting SMA Strategies/10. Creating the Class (Part 5).srt

3.16KB

15. Defining and Backtesting SMA Strategies/11. Creating the Class (Part 6).mp4

36.35MB

15. Defining and Backtesting SMA Strategies/11. Creating the Class (Part 6).srt

5.4KB

15. Defining and Backtesting SMA Strategies/12. Creating the Class (Part 7).mp4

25.1MB

15. Defining and Backtesting SMA Strategies/12. Creating the Class (Part 7).srt

3.14KB

15. Defining and Backtesting SMA Strategies/13. Creating the Class (Part 8).mp4

32.75MB

15. Defining and Backtesting SMA Strategies/13. Creating the Class (Part 8).srt

5.14KB

15. Defining and Backtesting SMA Strategies/2. Defining an SMA Crossover Strategy.mp4

43.69MB

15. Defining and Backtesting SMA Strategies/2. Defining an SMA Crossover Strategy.srt

7.7KB

15. Defining and Backtesting SMA Strategies/3. Vectorized Strategy Backtesting.mp4

58.33MB

15. Defining and Backtesting SMA Strategies/3. Vectorized Strategy Backtesting.srt

9.54KB

15. Defining and Backtesting SMA Strategies/4. Finding the optimal SMA Strategy.mp4

82.77MB

15. Defining and Backtesting SMA Strategies/4. Finding the optimal SMA Strategy.srt

12.6KB

15. Defining and Backtesting SMA Strategies/5. Generalization with OOP An SMA Backtesting Class in action.mp4

73.61MB

15. Defining and Backtesting SMA Strategies/5. Generalization with OOP An SMA Backtesting Class in action.srt

11.36KB

15. Defining and Backtesting SMA Strategies/6. Creating the Class (Part 1).mp4

20.26MB

15. Defining and Backtesting SMA Strategies/6. Creating the Class (Part 1).srt

3.85KB

15. Defining and Backtesting SMA Strategies/7. Creating the Class (Part 2).mp4

65.52MB

15. Defining and Backtesting SMA Strategies/7. Creating the Class (Part 2).srt

8.25KB

15. Defining and Backtesting SMA Strategies/8. Creating the Class (Part 3).mp4

39.38MB

15. Defining and Backtesting SMA Strategies/8. Creating the Class (Part 3).srt

7.31KB

15. Defining and Backtesting SMA Strategies/9. Creating the Class (Part 4).mp4

38.46MB

15. Defining and Backtesting SMA Strategies/9. Creating the Class (Part 4).srt

5.49KB

16. Defining and Backtesting simple MomentumContrarian Strategies/1. Simple ContrarianMomentum Strategies - Overview.mp4

19.97MB

16. Defining and Backtesting simple MomentumContrarian Strategies/1. Simple ContrarianMomentum Strategies - Overview.srt

4.39KB

16. Defining and Backtesting simple MomentumContrarian Strategies/10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).mp4

16. Defining and Backtesting simple MomentumContrarian Strategies/10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).srt

16. Defining and Backtesting simple MomentumContrarian Strategies/2. Getting the Data.mp4

15.39MB

16. Defining and Backtesting simple MomentumContrarian Strategies/2. Getting the Data.srt

2.88KB

16. Defining and Backtesting simple MomentumContrarian Strategies/3. Excursus Your FAQs answered.mp4

31.16MB

16. Defining and Backtesting simple MomentumContrarian Strategies/3. Excursus Your FAQs answered.srt

5.09KB

16. Defining and Backtesting simple MomentumContrarian Strategies/4. Defining a simple Contrarian Strategy.mp4

21.46MB

16. Defining and Backtesting simple MomentumContrarian Strategies/4. Defining a simple Contrarian Strategy.srt

3.8KB

16. Defining and Backtesting simple MomentumContrarian Strategies/5. Vectorized Strategy Backtesting.mp4

28.93MB

16. Defining and Backtesting simple MomentumContrarian Strategies/5. Vectorized Strategy Backtesting.srt

4.79KB

16. Defining and Backtesting simple MomentumContrarian Strategies/6. Changing the Window Parameter.mp4

39.18MB

16. Defining and Backtesting simple MomentumContrarian Strategies/6. Changing the Window Parameter.srt

6.1KB

16. Defining and Backtesting simple MomentumContrarian Strategies/7. Trades and Trading Costs (Part 1).mp4

59.04MB

16. Defining and Backtesting simple MomentumContrarian Strategies/7. Trades and Trading Costs (Part 1).srt

10.02KB

16. Defining and Backtesting simple MomentumContrarian Strategies/8. Trades and Trading Costs (Part 2).mp4

21.94MB

16. Defining and Backtesting simple MomentumContrarian Strategies/8. Trades and Trading Costs (Part 2).srt

3.43KB

16. Defining and Backtesting simple MomentumContrarian Strategies/9. Generalization with OOP A Contrarian Backtesting Class in action.mp4

60.65MB

16. Defining and Backtesting simple MomentumContrarian Strategies/9. Generalization with OOP A Contrarian Backtesting Class in action.srt

8.84KB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/1. Mean-Reversion Strategies - Overview.mp4

51.41MB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/1. Mean-Reversion Strategies - Overview.srt

6.54KB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/2. Getting the Data.mp4

11.62MB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/2. Getting the Data.srt

2.21KB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4

29.79MB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).srt

4.99KB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4

70.65MB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).srt

10.09KB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/5. Vectorized Strategy Backtesting.mp4

40.2MB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/5. Vectorized Strategy Backtesting.srt

6.39KB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/6. Generalization with OOP A Bollinger Bands Backtesting Class in action.mp4

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/6. Generalization with OOP A Bollinger Bands Backtesting Class in action.srt

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/7. OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).mp4

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/7. OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).srt

18. Trading Strategies powered by Machine Learning - Regression/1. Machine Learning - an Overview.mp4

42.53MB

18. Trading Strategies powered by Machine Learning - Regression/1. Machine Learning - an Overview.srt

7.89KB

18. Trading Strategies powered by Machine Learning - Regression/1.1 ML.pdf

492.27KB

18. Trading Strategies powered by Machine Learning - Regression/10. In-Sample Backtesting and the Look-ahead-bias.mp4

20.18MB

18. Trading Strategies powered by Machine Learning - Regression/10. In-Sample Backtesting and the Look-ahead-bias.srt

4.6KB

18. Trading Strategies powered by Machine Learning - Regression/11. Out-Sample Forward Testing.mp4

30.44MB

18. Trading Strategies powered by Machine Learning - Regression/11. Out-Sample Forward Testing.srt

4.9KB

18. Trading Strategies powered by Machine Learning - Regression/2. Linear Regression with scikit-learn - a simple Introduction.mp4

48.3MB

18. Trading Strategies powered by Machine Learning - Regression/2. Linear Regression with scikit-learn - a simple Introduction.srt

9.18KB

18. Trading Strategies powered by Machine Learning - Regression/3. Making Predictions with Linear Regression.mp4

16.24MB

18. Trading Strategies powered by Machine Learning - Regression/3. Making Predictions with Linear Regression.srt

3.78KB

18. Trading Strategies powered by Machine Learning - Regression/4. Overfitting.mp4

38.4MB

18. Trading Strategies powered by Machine Learning - Regression/4. Overfitting.srt

7.3KB

18. Trading Strategies powered by Machine Learning - Regression/5. Underfitting.mp4

23.56MB

18. Trading Strategies powered by Machine Learning - Regression/5. Underfitting.srt

4.49KB

18. Trading Strategies powered by Machine Learning - Regression/6. Getting the Data.mp4

9.5MB

18. Trading Strategies powered by Machine Learning - Regression/6. Getting the Data.srt

1.83KB

18. Trading Strategies powered by Machine Learning - Regression/7. A simple Linear Model to predict Financial Returns (Part 1).mp4

17.79MB

18. Trading Strategies powered by Machine Learning - Regression/7. A simple Linear Model to predict Financial Returns (Part 1).srt

3.99KB

18. Trading Strategies powered by Machine Learning - Regression/8. A simple Linear Model to predict Financial Returns (Part 2).mp4

42.74MB

18. Trading Strategies powered by Machine Learning - Regression/8. A simple Linear Model to predict Financial Returns (Part 2).srt

7.4KB

18. Trading Strategies powered by Machine Learning - Regression/9. A Multiple Regression Model to predict Financial Returns.mp4

36.68MB

18. Trading Strategies powered by Machine Learning - Regression/9. A Multiple Regression Model to predict Financial Returns.srt

6.5KB

18. Trading Strategies powered by Machine Learning - Regression/GetFreeCourses.Co.url

116B

18. Trading Strategies powered by Machine Learning - Regression/How you can help GetFreeCourses.Co.txt

182B

19. Trading Strategies powered by Machine Learning - Classification/1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).mp4

19. Trading Strategies powered by Machine Learning - Classification/1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).srt

19. Trading Strategies powered by Machine Learning - Classification/2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).mp4

19. Trading Strategies powered by Machine Learning - Classification/2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).srt

19. Trading Strategies powered by Machine Learning - Classification/3. Getting and Preparing the Data.mp4

17.03MB

19. Trading Strategies powered by Machine Learning - Classification/3. Getting and Preparing the Data.srt

3.52KB

19. Trading Strategies powered by Machine Learning - Classification/4. Predicting Market Direction with Logistic Regression.mp4

27.44MB

19. Trading Strategies powered by Machine Learning - Classification/4. Predicting Market Direction with Logistic Regression.srt

3.85KB

19. Trading Strategies powered by Machine Learning - Classification/5. In-Sample Backtesting and the Look-ahead-bias.mp4

14.19MB

19. Trading Strategies powered by Machine Learning - Classification/5. In-Sample Backtesting and the Look-ahead-bias.srt

2.88KB

19. Trading Strategies powered by Machine Learning - Classification/6. Out-Sample Forward Testing.mp4

20.11MB

19. Trading Strategies powered by Machine Learning - Classification/6. Out-Sample Forward Testing.srt

3.58KB

19. Trading Strategies powered by Machine Learning - Classification/7. Generalization with OOP A Classification Backtesting Class in action.mp4

19. Trading Strategies powered by Machine Learning - Classification/7. Generalization with OOP A Classification Backtesting Class in action.srt

19. Trading Strategies powered by Machine Learning - Classification/8. The Classification Backtesting Class explained (Part 1).mp4

54.45MB

19. Trading Strategies powered by Machine Learning - Classification/8. The Classification Backtesting Class explained (Part 1).srt

8.13KB

19. Trading Strategies powered by Machine Learning - Classification/9. The Classification Backtesting Class explained (Part 2).mp4

35.22MB

19. Trading Strategies powered by Machine Learning - Classification/9. The Classification Backtesting Class explained (Part 2).srt

4.88KB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/1. Our very first Trade.mp4

13.9MB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/1. Our very first Trade.srt

2.14KB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/2. Long Term Investing vs. (Algorithmic) Day Trading.mp4

30.9MB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/2. Long Term Investing vs. (Algorithmic) Day Trading.srt

5.56KB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/2.1 Trading_vs_investing.pdf

529.76KB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/3. Spot Trading vs. Derivatives Trading (Part 1).mp4

57.79MB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/3. Spot Trading vs. Derivatives Trading (Part 1).srt

10KB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/3.1 Spot_vs_Futures.pdf

253.73KB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/4. Spot Trading vs. Derivatives Trading (Part 2).mp4

67.47MB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/4. Spot Trading vs. Derivatives Trading (Part 2).srt

10.19KB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/5. Overview & the Brokers OANDA and FXCM.mp4

30.27MB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/5. Overview & the Brokers OANDA and FXCM.srt

5.98KB

2. +++ PART 1 Day Trading, Online Brokers and APIs +++/5.1 Brokers.pdf

553.71KB

20. Advanced Backtesting Techniques/1. Introduction to Iterative Backtesting (event-driven).mp4

30.12MB

20. Advanced Backtesting Techniques/1. Introduction to Iterative Backtesting (event-driven).srt

5.01KB

20. Advanced Backtesting Techniques/1.1 Event_Driven_BT.pdf

385.67KB

20. Advanced Backtesting Techniques/10. Creating an Iterative Base Class (Part 7).mp4

50.4MB

20. Advanced Backtesting Techniques/10. Creating an Iterative Base Class (Part 7).srt

7.5KB

20. Advanced Backtesting Techniques/11. Creating an Iterative Base Class (Part 8).mp4

56.36MB

20. Advanced Backtesting Techniques/11. Creating an Iterative Base Class (Part 8).srt

6.97KB

20. Advanced Backtesting Techniques/12. Adding the Iterative Backtest Child Class for SMA (Part 1).mp4

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20. Advanced Backtesting Techniques/13. Adding the Iterative Backtest Child Class for SMA (Part 2).mp4

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20. Advanced Backtesting Techniques/13. Adding the Iterative Backtest Child Class for SMA (Part 2).srt

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20. Advanced Backtesting Techniques/14. Using Modules and adding Docstrings.mp4

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20. Advanced Backtesting Techniques/15. OOP Challenge Add Contrarian and Bollinger Strategies.mp4

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20. Advanced Backtesting Techniques/2. A first Intuition on Iterative Backtesting (Part 1).mp4

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20. Advanced Backtesting Techniques/3. A first Intuition on Iterative Backtesting (Part 2).mp4

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20. Advanced Backtesting Techniques/4. Creating an Iterative Base Class (Part 1).mp4

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20. Advanced Backtesting Techniques/5. Creating an Iterative Base Class (Part 2).mp4

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20. Advanced Backtesting Techniques/6. Creating an Iterative Base Class (Part 3).mp4

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20. Advanced Backtesting Techniques/7. Creating an Iterative Base Class (Part 4).mp4

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21. +++ PART 4 Real-time Implementation and Automation of Strategies +++/1. Introduction and Overview.mp4

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21. +++ PART 4 Real-time Implementation and Automation of Strategies +++/1. Introduction and Overview.srt

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21. +++ PART 4 Real-time Implementation and Automation of Strategies +++/2. Downloads for Part 4.html

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21. +++ PART 4 Real-time Implementation and Automation of Strategies +++/2.1 Part4_Materials.zip

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22. Implementation and Automation with OANDA (UPDATED!)/1. Updating the Wrapper Package (Part 1).html

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22. Implementation and Automation with OANDA (UPDATED!)/10. Storing and resampling real-time tick data (Part 4).mp4

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22. Implementation and Automation with OANDA (UPDATED!)/12. Working with historical data and real-time tick data (Part 1).mp4

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22. Implementation and Automation with OANDA (UPDATED!)/13. Working with historical data and real-time tick data (Part 2).mp4

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22. Implementation and Automation with OANDA (UPDATED!)/14. Working with historical data and real-time tick data (Part 3).mp4

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22. Implementation and Automation with OANDA (UPDATED!)/15. Defining a simple Contrarian Strategy.mp4

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22. Implementation and Automation with OANDA (UPDATED!)/15. Defining a simple Contrarian Strategy.srt

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22. Implementation and Automation with OANDA (UPDATED!)/16. Placing Orders and Executing Trades.mp4

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22. Implementation and Automation with OANDA (UPDATED!)/16. Placing Orders and Executing Trades.srt

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22. Implementation and Automation with OANDA (UPDATED!)/17. Trade Monitoring and Reporting.mp4

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22. Implementation and Automation with OANDA (UPDATED!)/18. Trading other Strategies - Coding Challenge.mp4

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22. Implementation and Automation with OANDA (UPDATED!)/18. Trading other Strategies - Coding Challenge.srt

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22. Implementation and Automation with OANDA (UPDATED!)/19. Implementing an SMA Crossover Strategy (Solution).mp4

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22. Implementation and Automation with OANDA (UPDATED!)/2. Updating the Wrapper Package (Part 2).mp4

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22. Implementation and Automation with OANDA (UPDATED!)/20. Implementing a Bollinger Bands Strategy (Solution).mp4

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22. Implementation and Automation with OANDA (UPDATED!)/21. Machine Learning Strategies (1) - Model Fitting.mp4

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22. Implementation and Automation with OANDA (UPDATED!)/22. Machine Learning Strategies (2) - Implementation.mp4

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22. Implementation and Automation with OANDA (UPDATED!)/22. Machine Learning Strategies (2) - Implementation.srt

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22. Implementation and Automation with OANDA (UPDATED!)/23. Importing a Trader Module Class.mp4

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22. Implementation and Automation with OANDA (UPDATED!)/24. Excursus Printing all ticks in a Command PromptTerminal.html

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22. Implementation and Automation with OANDA (UPDATED!)/25. Running a Python Trader Script.mp4

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22. Implementation and Automation with OANDA (UPDATED!)/3. Weekend and Bank Holiday Alert.html

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22. Implementation and Automation with OANDA (UPDATED!)/4. Historical Data, real-time Data and Orders (Recap).mp4

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22. Implementation and Automation with OANDA (UPDATED!)/4. Historical Data, real-time Data and Orders (Recap).srt

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22. Implementation and Automation with OANDA (UPDATED!)/5. Preview A Trader Class live in action.mp4

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22. Implementation and Automation with OANDA (UPDATED!)/6. How to collect and store real-time tick data.mp4

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22. Implementation and Automation with OANDA (UPDATED!)/7. Storing and resampling real-time tick data (Part 1).mp4

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22. Implementation and Automation with OANDA (UPDATED!)/8. Storing and resampling real-time tick data (Part 2).mp4

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22. Implementation and Automation with OANDA (UPDATED!)/9. Storing and resampling real-time tick data (Part 3).mp4

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22. Implementation and Automation with OANDA (UPDATED!)/9. Storing and resampling real-time tick data (Part 3).srt

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22. Implementation and Automation with OANDA (UPDATED!)/GetFreeCourses.Co.url

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22. Implementation and Automation with OANDA (UPDATED!)/How you can help GetFreeCourses.Co.txt

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23. Implementation and Automation with FXCM (Updated!)/1. Weekend and Bank Holiday Alert.html

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23. Implementation and Automation with FXCM (Updated!)/10. Working with historical data and real-time tick data (Part 1).mp4

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23. Implementation and Automation with FXCM (Updated!)/10. Working with historical data and real-time tick data (Part 1).srt

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23. Implementation and Automation with FXCM (Updated!)/11. Working with historical data and real-time tick data (Part 2).mp4

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23. Implementation and Automation with FXCM (Updated!)/11. Working with historical data and real-time tick data (Part 2).srt

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23. Implementation and Automation with FXCM (Updated!)/12. Working with historical data and real-time tick data (Part 3).mp4

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23. Implementation and Automation with FXCM (Updated!)/12. Working with historical data and real-time tick data (Part 3).srt

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23. Implementation and Automation with FXCM (Updated!)/13. Defining a Simple Contrarian Trading Strategy.mp4

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23. Implementation and Automation with FXCM (Updated!)/13. Defining a Simple Contrarian Trading Strategy.srt

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23. Implementation and Automation with FXCM (Updated!)/14. Placing Orders and Executing Trades.mp4

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23. Implementation and Automation with FXCM (Updated!)/14. Placing Orders and Executing Trades.srt

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23. Implementation and Automation with FXCM (Updated!)/15. Trade Monitoring and Reporting.mp4

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23. Implementation and Automation with FXCM (Updated!)/15. Trade Monitoring and Reporting.srt

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23. Implementation and Automation with FXCM (Updated!)/16. Trading other Strategies - Coding Challenge.mp4

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23. Implementation and Automation with FXCM (Updated!)/16. Trading other Strategies - Coding Challenge.srt

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23. Implementation and Automation with FXCM (Updated!)/17. SMA Crossover and Bollinger Bands (Solution).mp4

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23. Implementation and Automation with FXCM (Updated!)/17. SMA Crossover and Bollinger Bands (Solution).srt

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23. Implementation and Automation with FXCM (Updated!)/18. Machine Learning Strategies (1) - Model Fitting.mp4

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23. Implementation and Automation with FXCM (Updated!)/18. Machine Learning Strategies (1) - Model Fitting.srt

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23. Implementation and Automation with FXCM (Updated!)/19. Machine Learning Strategies (2) - Implementation.mp4

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23. Implementation and Automation with FXCM (Updated!)/19. Machine Learning Strategies (2) - Implementation.srt

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23. Implementation and Automation with FXCM (Updated!)/2. Historical Data, real-time Data and Orders (Recap).mp4

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23. Implementation and Automation with FXCM (Updated!)/2. Historical Data, real-time Data and Orders (Recap).srt

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23. Implementation and Automation with FXCM (Updated!)/20. Excursus Printing all ticks in a Command PromptTerminal.html

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23. Implementation and Automation with FXCM (Updated!)/21. Running a Python Script.mp4

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23. Implementation and Automation with FXCM (Updated!)/21. Running a Python Script.srt

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23. Implementation and Automation with FXCM (Updated!)/3. Troubleshooting FXCM Server Connection Issues.html

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23. Implementation and Automation with FXCM (Updated!)/4. Preview A Trader Class live in action.mp4

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23. Implementation and Automation with FXCM (Updated!)/4. Preview A Trader Class live in action.srt

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23. Implementation and Automation with FXCM (Updated!)/5. Collecting and storing real-time tick data.mp4

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23. Implementation and Automation with FXCM (Updated!)/5. Collecting and storing real-time tick data.srt

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23. Implementation and Automation with FXCM (Updated!)/6. Storing and resampling real-time tick data (Part 1).mp4

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23. Implementation and Automation with FXCM (Updated!)/7. A Trader Class.mp4

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23. Implementation and Automation with FXCM (Updated!)/7. A Trader Class.srt

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23. Implementation and Automation with FXCM (Updated!)/8. Storing and resampling real-time tick data (Part 2).mp4

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23. Implementation and Automation with FXCM (Updated!)/9. Storing and resampling real-time tick data (Part 3).mp4

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/1. Introduction and Motivation.mp4

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/1. Introduction and Motivation.srt

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/1.1 cloud.pdf

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/10. How to schedule Trading sessions with the Task Scheduler.mp4

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/11. How to stop Trading Sessions (OANDA).mp4

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/12. How to stop Trading Sessions (FXCM).mp4

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/2. Demonstration AWS EC2 for Algorithmic Trading live in action.mp4

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/3. Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.mp4

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/4. How to create an EC2 Instance.mp4

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/5. How to connect to your EC2 Instance.mp4

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/6. Getting the Instance Ready for Algorithmic Trading.mp4

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/7. Weekend and Bank Holiday Alert.html

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/8. How to run Python Scripts in a Windows Command Prompt.mp4

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/8. How to run Python Scripts in a Windows Command Prompt.srt

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24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/9. How to start Trading sessions with Batch (.bat) Files.mp4

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25. +++ PART 5 Expert Tips & Tricks, Case Studies and more +++/1. Overview.mp4

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25. +++ PART 5 Expert Tips & Tricks, Case Studies and more +++/1. Overview.srt

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25. +++ PART 5 Expert Tips & Tricks, Case Studies and more +++/2. Downloads for PART 5.html

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25. +++ PART 5 Expert Tips & Tricks, Case Studies and more +++/2.1 Part5_Materials.zip

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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/1. Introduction and Preparing the Data.mp4

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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/1. Introduction and Preparing the Data.srt

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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/2. The best time to trade (Part 1).mp4

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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/3. The best time to trade (Part 2).mp4

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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/3. The best time to trade (Part 2).srt

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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/4. Spreads during the busy hours.mp4

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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/4. Spreads during the busy hours.srt

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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/5. The Impact of Granularity.mp4

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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/5. The Impact of Granularity.srt

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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/6. Conclusions.mp4

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26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/6. Conclusions.srt

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27. Working with two or many Strategies (Combination)/1. Introduction.mp4

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27. Working with two or many Strategies (Combination)/2. Strategy 1 SMA.mp4

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27. Working with two or many Strategies (Combination)/3. Strategy 2 Mean Reversion.mp4

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27. Working with two or many Strategies (Combination)/4. Combining both Strategies - Alternative 1.mp4

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27. Working with two or many Strategies (Combination)/5. Taking into account busy Trading Hours.mp4

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27. Working with two or many Strategies (Combination)/6. Strategy Backtesting.mp4

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27. Working with two or many Strategies (Combination)/6. Strategy Backtesting.srt

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27. Working with two or many Strategies (Combination)/7. Combining both Strategies - Alternative 2.mp4

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27. Working with two or many Strategies (Combination)/8. Strategy Optimization.mp4

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28. A Machine Learning-powered Strategy A-Z (DNN)/1. Project Overview.mp4

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28. A Machine Learning-powered Strategy A-Z (DNN)/1. Project Overview.srt

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28. A Machine Learning-powered Strategy A-Z (DNN)/1.1 DNN.pdf

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28. A Machine Learning-powered Strategy A-Z (DNN)/10. Prediction & Out-Sample Forward Testing.mp4

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28. A Machine Learning-powered Strategy A-Z (DNN)/10. Prediction & Out-Sample Forward Testing.srt

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28. A Machine Learning-powered Strategy A-Z (DNN)/11. Saving Model and Parameters.mp4

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28. A Machine Learning-powered Strategy A-Z (DNN)/12. Important Notices.html

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28. A Machine Learning-powered Strategy A-Z (DNN)/13. Implementation (Oanda & FXCM).mp4

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28. A Machine Learning-powered Strategy A-Z (DNN)/13. Implementation (Oanda & FXCM).srt

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28. A Machine Learning-powered Strategy A-Z (DNN)/2. Installation of Tensorflow & Keras (Part 1).html

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28. A Machine Learning-powered Strategy A-Z (DNN)/3. Installation of Tensorflow & Keras (Part 2).mp4

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28. A Machine Learning-powered Strategy A-Z (DNN)/3. Installation of Tensorflow & Keras (Part 2).srt

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28. A Machine Learning-powered Strategy A-Z (DNN)/4. Getting and Preparing the Data.mp4

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28. A Machine Learning-powered Strategy A-Z (DNN)/5. Adding LabelsFeatures.mp4

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28. A Machine Learning-powered Strategy A-Z (DNN)/6. Adding lags.mp4

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28. A Machine Learning-powered Strategy A-Z (DNN)/7. Splitting into Train and Test Set.mp4

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28. A Machine Learning-powered Strategy A-Z (DNN)/8. Feature ScalingEngineering.mp4

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28. A Machine Learning-powered Strategy A-Z (DNN)/9. Creating and Fitting the DNN Model.mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/1. Introduction.mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/1. Introduction.srt

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29. Error Handling How to make your Trading Bot more stable and reliable/10. How to limit the number of retries.mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/10. How to limit the number of retries.srt

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29. Error Handling How to make your Trading Bot more stable and reliable/11. Waiting periods between re-tries.mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/11. Waiting periods between re-tries.srt

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29. Error Handling How to make your Trading Bot more stable and reliable/12. Implementation with Oanda V20 Connection Issues.mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/12. Implementation with Oanda V20 Connection Issues.srt

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29. Error Handling How to make your Trading Bot more stable and reliable/13. Oanda Error Handling (Part 1).mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/13. Oanda Error Handling (Part 1).srt

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29. Error Handling How to make your Trading Bot more stable and reliable/14. Oanda Error Handling (Part 2).mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/15. Oanda Error Handling (Part 3).mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/15. Oanda Error Handling (Part 3).srt

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29. Error Handling How to make your Trading Bot more stable and reliable/16. Implementation with FXCM APIServer Issues.mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/17. FXCM Error Handling (Part 1).mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/18. FXCM Error Handling (Part 2).mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/18. FXCM Error Handling (Part 2).srt

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29. Error Handling How to make your Trading Bot more stable and reliable/2. Section Materials Notebooks.html

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29. Error Handling How to make your Trading Bot more stable and reliable/3. Python Errors (Exceptions).mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/4. try and except.mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/5. Catching specific Errors.mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/5. Catching specific Errors.srt

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29. Error Handling How to make your Trading Bot more stable and reliable/6. The Exception class.mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/6. The Exception class.srt

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29. Error Handling How to make your Trading Bot more stable and reliable/7. try, except, else.mp4

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29. Error Handling How to make your Trading Bot more stable and reliable/8. finally.mp4

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30. +++ APPENDIX Python Crash Course +++/1. Overview.mp4

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31. Appendix 1 Python (& Finance) Basics/20. Calculate FV and PV for many Cashflows.mp4

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31. Appendix 1 Python (& Finance) Basics/23. Coding Exercise 2.mp4

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31. Appendix 1 Python (& Finance) Basics/38. Mutable vs. immutable Objects (Part 1).mp4

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31. Appendix 1 Python (& Finance) Basics/4. Calculate Present Values (FV) with Python Discounting.mp4

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31. Appendix 1 Python (& Finance) Basics/40. Coding Exercise 3.mp4

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32. Appendix 2 User-defined Functions (required for OOP)/1. Section Downloads.html

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/1. Downloads for this Section.html

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/10. Boolean Arrays and Conditional Filtering.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/40. Analyzing non-numerical Series with unique(), nunique(), value_counts().mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/41. The copy() method.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/5. Vectorized Operations with Numpy Arrays.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/50. Advanced Filtering with between(), isin() and ~.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/50. Advanced Filtering with between(), isin() and ~.srt

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/51. Intro to NA Values missing Values.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/52. Handling NA Values missing Values.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/53. Exporting DataFrames to csv.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/54. Summary Statistics and Accumulations.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/55. Visualization with Matplotlib (Intro).mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/56. Customization of Plots.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/57. Histogramms (Part 1).mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/58. Histogramms (Part 2).mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/59. Scatterplots.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/6. Changing Elements in Numpy Arrays & Mutability.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/6.1 Mutability_arrays.pdf

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/60. First Steps with Seaborn.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/61. Categorical Seaborn Plots.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/62. Seaborn Regression Plots.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/63. Seaborn Heatmaps.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/63. Seaborn Heatmaps.srt

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/64. Removing Columns.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/64. Removing Columns.srt

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/65. Introduction to GroupBy Operations.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/65. Introduction to GroupBy Operations.srt

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/66. Understanding the GroupBy Object.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/67. Splitting with many Keys.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/68. split-apply-combine.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/7.1 Slicing_arrays.pdf

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/8. Numpy Array Methods and Attributes.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/9. Numpy Universal Functions.mp4

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33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/9. Numpy Universal Functions.srt

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34. What´s next (outlook and additional resources)/1. Bonus Lecture.html

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4. FOREX Day Trading with FXCM/1. FXCM at a first glance.mp4

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4. FOREX Day Trading with FXCM/1. FXCM at a first glance.srt

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4. FOREX Day Trading with FXCM/2. How to create an Account.mp4

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4. FOREX Day Trading with FXCM/3. Example Trade Buying EURUSD.mp4

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4. FOREX Day Trading with FXCM/4. Trade Analysis.mp4

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4. FOREX Day Trading with FXCM/4.1 Long_EUR_fxcm.xlsx

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4. FOREX Day Trading with FXCM/5. Charting.mp4

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4. FOREX Day Trading with FXCM/5. Charting.srt

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4. FOREX Day Trading with FXCM/6. Closing Positions vs. Hedging Positions.mp4

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4. FOREX Day Trading with FXCM/6. Closing Positions vs. Hedging Positions.srt

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4. FOREX Day Trading with FXCM/7. Order Types at a glance.mp4

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4. FOREX Day Trading with FXCM/7. Order Types at a glance.srt

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4. FOREX Day Trading with FXCM/8. Trading Challenge.html

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5. Installing Python and Jupyter Notebooks/1. Introduction.mp4

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5. Installing Python and Jupyter Notebooks/1. Introduction.srt

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5. Installing Python and Jupyter Notebooks/2. Download and Install Anaconda.mp4

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5. Installing Python and Jupyter Notebooks/3. How to open Jupyter Notebooks.mp4

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5. Installing Python and Jupyter Notebooks/3. How to open Jupyter Notebooks.srt

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5. Installing Python and Jupyter Notebooks/4. How to work with Jupyter Notebooks.mp4

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5. Installing Python and Jupyter Notebooks/4. How to work with Jupyter Notebooks.srt

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5. Installing Python and Jupyter Notebooks/5. Tips for Python Beginners.mp4

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5. Installing Python and Jupyter Notebooks/5. Tips for Python Beginners.srt

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/1. Introduction.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/1. Introduction.srt

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/10. Getting help on StackOverflow.com.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/10. Getting help on StackOverflow.com.srt

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/11. How to traceback more complex Errors.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/12. Problems with the Python Installation.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/12. Problems with the Python Installation.srt

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/13. External Factors and Issues.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/13. External Factors and Issues.srt

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/14. Errors related to the course content (Transcription Errors).mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/14. Errors related to the course content (Transcription Errors).srt

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/15. Summary and Debugging Flow-Chart.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/15. Summary and Debugging Flow-Chart.srt

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/2. Test your debugging skills!.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/2. Test your debugging skills!.srt

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/3. Major reasons for Coding Errors.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/3. Major reasons for Coding Errors.srt

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/4. The most commonly made Errors at a glance.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/4. The most commonly made Errors at a glance.srt

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/5. Omitting cells, changing the sequence and more.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/5. Omitting cells, changing the sequence and more.srt

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/6. IndexErrors.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/7. Indentation Errors.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/8. Misuse of function names and keywords.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/9. TypeErrors and ValueErrors.mp4

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6. Excursus How to avoid and debug Coding Errors (don´t skip!)/GetFreeCourses.Co.url

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7. Trading with Python and OANDAFXCM - an Introduction/1. How to maximize your learning experience.html

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7. Trading with Python and OANDAFXCM - an Introduction/10. OANDA How to place Orders and execute Trades.mp4

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7. Trading with Python and OANDAFXCM - an Introduction/10. OANDA How to place Orders and execute Trades.srt

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7. Trading with Python and OANDAFXCM - an Introduction/11. Trading Challenge.html

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7. Trading with Python and OANDAFXCM - an Introduction/12. FXCM Commands to install required packages.html

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7. Trading with Python and OANDAFXCM - an Introduction/13. FXCM How to install the FXCM API Wrapper.mp4

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7. Trading with Python and OANDAFXCM - an Introduction/13. FXCM How to install the FXCM API Wrapper.srt

3.52KB

7. Trading with Python and OANDAFXCM - an Introduction/14. FXCM Getting the Access Token & other Preparations.mp4

21.07MB

7. Trading with Python and OANDAFXCM - an Introduction/14. FXCM Getting the Access Token & other Preparations.srt

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7. Trading with Python and OANDAFXCM - an Introduction/14.1 FXCM_firststeps.zip

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7. Trading with Python and OANDAFXCM - an Introduction/15. FXCM Connecting to the APIServer.mp4

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7. Trading with Python and OANDAFXCM - an Introduction/15. FXCM Connecting to the APIServer.srt

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7. Trading with Python and OANDAFXCM - an Introduction/16. Troubleshooting FXCM Server Connection Issues.html

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7. Trading with Python and OANDAFXCM - an Introduction/17. FXCM How to load Historical Price Data (Part 1).mp4

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7. Trading with Python and OANDAFXCM - an Introduction/17. FXCM How to load Historical Price Data (Part 1).srt

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7. Trading with Python and OANDAFXCM - an Introduction/18. FXCM How to load Historical Price Data (Part 2).mp4

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7. Trading with Python and OANDAFXCM - an Introduction/18. FXCM How to load Historical Price Data (Part 2).srt

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7. Trading with Python and OANDAFXCM - an Introduction/19. FXCM Streaming high-frequency real-time Data.mp4

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7. Trading with Python and OANDAFXCM - an Introduction/19. FXCM Streaming high-frequency real-time Data.srt

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7. Trading with Python and OANDAFXCM - an Introduction/2. Overview.mp4

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7. Trading with Python and OANDAFXCM - an Introduction/2. Overview.srt

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7. Trading with Python and OANDAFXCM - an Introduction/20. FXCM How to place Orders and execute Trades.mp4

45.97MB

7. Trading with Python and OANDAFXCM - an Introduction/20. FXCM How to place Orders and execute Trades.srt

7.79KB

7. Trading with Python and OANDAFXCM - an Introduction/21. Trading Challenge.html

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7. Trading with Python and OANDAFXCM - an Introduction/3. OANDA Commands to install required packages.html

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7. Trading with Python and OANDAFXCM - an Introduction/4. OANDA How to install the OANDA API Wrapper.mp4

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7. Trading with Python and OANDAFXCM - an Introduction/4. OANDA How to install the OANDA API Wrapper.srt

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7. Trading with Python and OANDAFXCM - an Introduction/5. OANDA Getting the API Key & other Preparations.mp4

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7. Trading with Python and OANDAFXCM - an Introduction/5. OANDA Getting the API Key & other Preparations.srt

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7. Trading with Python and OANDAFXCM - an Introduction/5.1 Oanda_firststeps.zip

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7. Trading with Python and OANDAFXCM - an Introduction/6. OANDA Connecting to the APIServer.mp4

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7. Trading with Python and OANDAFXCM - an Introduction/6. OANDA Connecting to the APIServer.srt

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7. Trading with Python and OANDAFXCM - an Introduction/7. OANDA How to load Historical Price Data (Part 1).mp4

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7. Trading with Python and OANDAFXCM - an Introduction/7. OANDA How to load Historical Price Data (Part 1).srt

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7. Trading with Python and OANDAFXCM - an Introduction/8. OANDA How to load Historical Price Data (Part 2).mp4

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7. Trading with Python and OANDAFXCM - an Introduction/8. OANDA How to load Historical Price Data (Part 2).srt

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7. Trading with Python and OANDAFXCM - an Introduction/9. OANDA Streaming high-frequency real-time Data.mp4

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7. Trading with Python and OANDAFXCM - an Introduction/9. OANDA Streaming high-frequency real-time Data.srt

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8. Conclusion and Outlook/1. Conclusion and Outlook.mp4

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8. Conclusion and Outlook/1. Conclusion and Outlook.srt

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9. +++ PART 2 Pandas for Financial Data Analysis and Introduction to OOP +++/1. Introduction and Downloads Part 2.mp4

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9. +++ PART 2 Pandas for Financial Data Analysis and Introduction to OOP +++/1. Introduction and Downloads Part 2.srt

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