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

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1. Getting Started/1. What is Algorithmic Trading Course Overview.mp4	38.27 MB
1. Getting Started/1. What is Algorithmic Trading Course Overview.srt	6.13 KB
1. Getting Started/1.1 Overview.pdf	476.76 KB
1. Getting Started/2. How to get the best out of this course.mp4	37.57 MB
1. Getting Started/2. How to get the best out of this course.srt	6.89 KB
1. Getting Started/3. Did you know... (what Data can tell us about Day Trading).mp4	39.24 MB
1. Getting Started/3. Did you know... (what Data can tell us about Day Trading).srt	5.43 KB
1. Getting Started/3.1 did_you_know.pdf	429.34 KB
1. Getting Started/4. Test your knowledge.html	203 B
1. Getting Started/5. Student FAQ.html	10.09 KB
1. Getting Started/6. LEGAL DISCLAIMER (MUST READ!) .html	2.56 KB
10. Introduction to Time Series Data in Pandas/1. Importing Time Series Data from csv-files.mp4	34.42 MB
10. Introduction to Time Series Data in Pandas/1. Importing Time Series Data from csv-files.srt	9.93 KB
10. Introduction to Time Series Data in Pandas/2. Converting strings to datetime objects with pd.to_datetime().mp4	48.85 MB
10. Introduction to Time Series Data in Pandas/2. Converting strings to datetime objects with pd.to_datetime().srt	11.12 KB
10. Introduction to Time Series Data in Pandas/3. Indexing and Slicing Time Series.mp4	40.63 MB
10. Introduction to Time Series Data in Pandas/3. Indexing and Slicing Time Series.srt	8.14 KB
10. Introduction to Time Series Data in Pandas/4. Downsampling Time Series with resample().mp4	72.18 MB
10. Introduction to Time Series Data in Pandas/4. Downsampling Time Series with resample().srt	16.73 KB
10. Introduction to Time Series Data in Pandas/5. Coding Exercise 1.mp4	35.91 MB
10. Introduction to Time Series Data in Pandas/5. Coding Exercise 1.srt	5.81 KB
11. Financial Data Analysis with Pandas - an Introduction/1. Getting Ready (Installing required library).mp4	18.34 MB
11. Financial Data Analysis with Pandas - an Introduction/1. Getting Ready (Installing required library).srt	2.53 KB
11. Financial Data Analysis with Pandas - an Introduction/10. Coding Exercise 2.html	158 B
11. Financial Data Analysis with Pandas - an Introduction/11. Simple Returns vs. Log Returns.mp4	32.65 MB
11. Financial Data Analysis with Pandas - an Introduction/11. Simple Returns vs. Log Returns.srt	11.09 KB
11. Financial Data Analysis with Pandas - an Introduction/12. Importing Financial Data from Excel.mp4	80.70 MB
11. Financial Data Analysis with Pandas - an Introduction/12. Importing Financial Data from Excel.srt	13.89 KB
11. Financial Data Analysis with Pandas - an Introduction/13. Simple Moving Averages (SMA) with rolling().mp4	40.98 MB
11. Financial Data Analysis with Pandas - an Introduction/13. Simple Moving Averages (SMA) with rolling().srt	10.89 KB
11. Financial Data Analysis with Pandas - an Introduction/14. Momentum Trading Strategies with SMAs.mp4	33.01 MB
11. Financial Data Analysis with Pandas - an Introduction/14. Momentum Trading Strategies with SMAs.srt	8.70 KB
11. Financial Data Analysis with Pandas - an Introduction/15. Exponentially-weighted Moving Averages (EWMA).mp4	23.79 MB
11. Financial Data Analysis with Pandas - an Introduction/15. Exponentially-weighted Moving Averages (EWMA).srt	5.63 KB
11. Financial Data Analysis with Pandas - an Introduction/16. Merging Aligning Financial Time Series (hands-on).mp4	25.90 MB
11. Financial Data Analysis with Pandas - an Introduction/16. Merging Aligning Financial Time Series (hands-on).srt	6.01 KB
11. Financial Data Analysis with Pandas - an Introduction/2. Importing Stock Price Data from Yahoo Finance.mp4	58.50 MB
11. Financial Data Analysis with Pandas - an Introduction/2. Importing Stock Price Data from Yahoo Finance.srt	10.20 KB
11. Financial Data Analysis with Pandas - an Introduction/3. Initial Inspection and Visualization.mp4	36.34 MB
11. Financial Data Analysis with Pandas - an Introduction/3. Initial Inspection and Visualization.srt	6.06 KB
11. Financial Data Analysis with Pandas - an Introduction/4. Normalizing Time Series to a Base Value (100).mp4	37.36 MB
11. Financial Data Analysis with Pandas - an Introduction/4. Normalizing Time Series to a Base Value (100).srt	7.66 KB
11. Financial Data Analysis with Pandas - an Introduction/5. The shift() method.mp4	29.49 MB
11. Financial Data Analysis with Pandas - an Introduction/5. The shift() method.srt	8.69 KB
11. Financial Data Analysis with Pandas - an Introduction/6. The methods diff() and pct_change().mp4	32.71 MB
11. Financial Data Analysis with Pandas - an Introduction/6. The methods diff() and pct_change().srt	8.36 KB
11. Financial Data Analysis with Pandas - an Introduction/7. Measuring Stock Performance with MEAN Returns and STD of Returns.mp4	34.87 MB
11. Financial Data Analysis with Pandas - an Introduction/7. Measuring Stock Performance with MEAN Returns and STD of Returns.srt	10.77 KB
11. Financial Data Analysis with Pandas - an Introduction/8. Financial Time Series - Return and Risk.mp4	44.93 MB
11. Financial Data Analysis with Pandas - an Introduction/8. Financial Time Series - Return and Risk.srt	10.35 KB
11. Financial Data Analysis with Pandas - an Introduction/9. Financial Time Series - Covariance and Correlation.mp4	21.04 MB
11. Financial Data Analysis with Pandas - an Introduction/9. Financial Time Series - Covariance and Correlation.srt	5.51 KB
12. Advanced Topics/1. Helpful DatetimeIndex Attributes and Methods.mp4	37.38 MB
12. Advanced Topics/1. Helpful DatetimeIndex Attributes and Methods.srt	7.22 KB
12. Advanced Topics/2. Filling NA Values with bfill, ffill and interpolation.mp4	68.43 MB
12. Advanced Topics/2. Filling NA Values with bfill, ffill and interpolation.srt	11.98 KB
12. Advanced Topics/3. Timezones and Converting (Part 1).mp4	29.36 MB
12. Advanced Topics/3. Timezones and Converting (Part 1).srt	5.37 KB
12. Advanced Topics/4. Timezones and Converting (Part 2).mp4	36.91 MB
12. Advanced Topics/4. Timezones and Converting (Part 2).srt	5.53 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/1. Introduction to OOP and examples for Classes.mp4	63.75 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/1. Introduction to OOP and examples for Classes.srt	12.26 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/1.1 OOP.pdf	479.50 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/10. The method set_ticker().mp4	25.15 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/10. The method set_ticker().srt	3.43 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/11. Adding more methods and performance metrics.mp4	45.38 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/11. Adding more methods and performance metrics.srt	6.49 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/12. Inheritance.mp4	78.88 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/12. Inheritance.srt	9.35 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/13. Inheritance and the super() Function.mp4	53.87 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/13. Inheritance and the super() Function.srt	7.12 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/14. Adding meaningful Docstrings.mp4	50.03 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/14. Adding meaningful Docstrings.srt	7.38 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/15. Creating and Importing Python Modules (.py).mp4	20.80 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/15. Creating and Importing Python Modules (.py).srt	4.25 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/16. Coding Exercise 3 Create your own Class.mp4	37.05 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/16. Coding Exercise 3 Create your own Class.srt	8.12 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/2. The Financial Analysis Class live in action (Part 1).mp4	27.26 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/2. The Financial Analysis Class live in action (Part 1).srt	5.24 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/3. The Financial Analysis Class live in action (Part 2).mp4	19.75 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/3. The Financial Analysis Class live in action (Part 2).srt	4.05 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/4. The special method __init__().mp4	35.03 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/4. The special method __init__().srt	9.03 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/5. The method get_data().mp4	42.74 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/5. The method get_data().srt	6.78 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/6. The method log_returns().mp4	22.98 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/6. The method log_returns().srt	3.51 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/7. String representation and the special method __repr__().mp4	22.13 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/7. String representation and the special method __repr__().srt	3.89 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/8. The methods plot_prices() and plot_returns().mp4	34.11 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/8. The methods plot_prices() and plot_returns().srt	5.87 KB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/9. Encapsulation and protected Attributes.mp4	24.06 MB
13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/9. Encapsulation and protected Attributes.srt	4.37 KB
14. +++ PART 3 Defining and Testing Trading Strategies +++/1. Introduction to Part 3.mp4	41.33 MB
14. +++ PART 3 Defining and Testing Trading Strategies +++/1. Introduction to Part 3.srt	7.97 KB
14. +++ PART 3 Defining and Testing Trading Strategies +++/2. Trading Strategies - an Overview.mp4	46.94 MB
14. +++ PART 3 Defining and Testing Trading Strategies +++/2. Trading Strategies - an Overview.srt	7.88 KB
14. +++ PART 3 Defining and Testing Trading Strategies +++/2.1 strategy_overview.pdf	401.07 KB
14. +++ PART 3 Defining and Testing Trading Strategies +++/3. Downloads for Part 3.html	123 B
14. +++ PART 3 Defining and Testing Trading Strategies +++/3.1 Part3_Materials.zip	2.24 MB
14. +++ PART 3 Defining and Testing Trading Strategies +++/4. Getting the Data.mp4	20.26 MB
14. +++ PART 3 Defining and Testing Trading Strategies +++/4. Getting the Data.srt	4.54 KB
14. +++ PART 3 Defining and Testing Trading Strategies +++/5. A simple Buy and Hold Strategy.mp4	26.11 MB
14. +++ PART 3 Defining and Testing Trading Strategies +++/5. A simple Buy and Hold Strategy.srt	5.88 KB
14. +++ PART 3 Defining and Testing Trading Strategies +++/6. Performance Metrics.mp4	38.07 MB
14. +++ PART 3 Defining and Testing Trading Strategies +++/6. Performance Metrics.srt	7.36 KB
15. Defining and Backtesting SMA Strategies/1. SMA Crossover Strategies - Overview.mp4	44.01 MB
15. Defining and Backtesting SMA Strategies/1. SMA Crossover Strategies - Overview.srt	5.64 KB
15. Defining and Backtesting SMA Strategies/10. Creating the Class (Part 5).mp4	21.08 MB
15. Defining and Backtesting SMA Strategies/10. Creating the Class (Part 5).srt	3.16 KB
15. Defining and Backtesting SMA Strategies/11. Creating the Class (Part 6).mp4	36.35 MB
15. Defining and Backtesting SMA Strategies/11. Creating the Class (Part 6).srt	5.40 KB
15. Defining and Backtesting SMA Strategies/12. Creating the Class (Part 7).mp4	25.10 MB
15. Defining and Backtesting SMA Strategies/12. Creating the Class (Part 7).srt	3.14 KB
15. Defining and Backtesting SMA Strategies/13. Creating the Class (Part 8).mp4	32.75 MB
15. Defining and Backtesting SMA Strategies/13. Creating the Class (Part 8).srt	5.14 KB
15. Defining and Backtesting SMA Strategies/2. Defining an SMA Crossover Strategy.mp4	43.69 MB
15. Defining and Backtesting SMA Strategies/2. Defining an SMA Crossover Strategy.srt	7.70 KB
15. Defining and Backtesting SMA Strategies/3. Vectorized Strategy Backtesting.mp4	58.33 MB
15. Defining and Backtesting SMA Strategies/3. Vectorized Strategy Backtesting.srt	9.54 KB
15. Defining and Backtesting SMA Strategies/4. Finding the optimal SMA Strategy.mp4	82.77 MB
15. Defining and Backtesting SMA Strategies/4. Finding the optimal SMA Strategy.srt	12.60 KB
15. Defining and Backtesting SMA Strategies/5. Generalization with OOP An SMA Backtesting Class in action.mp4	73.61 MB
15. Defining and Backtesting SMA Strategies/5. Generalization with OOP An SMA Backtesting Class in action.srt	11.36 KB
15. Defining and Backtesting SMA Strategies/6. Creating the Class (Part 1).mp4	20.26 MB
15. Defining and Backtesting SMA Strategies/6. Creating the Class (Part 1).srt	3.85 KB
15. Defining and Backtesting SMA Strategies/7. Creating the Class (Part 2).mp4	65.52 MB
15. Defining and Backtesting SMA Strategies/7. Creating the Class (Part 2).srt	8.25 KB
15. Defining and Backtesting SMA Strategies/8. Creating the Class (Part 3).mp4	39.38 MB
15. Defining and Backtesting SMA Strategies/8. Creating the Class (Part 3).srt	7.31 KB
15. Defining and Backtesting SMA Strategies/9. Creating the Class (Part 4).mp4	38.46 MB
15. Defining and Backtesting SMA Strategies/9. Creating the Class (Part 4).srt	5.49 KB
16. Defining and Backtesting simple MomentumContrarian Strategies/1. Simple ContrarianMomentum Strategies - Overview.mp4	19.97 MB
16. Defining and Backtesting simple MomentumContrarian Strategies/1. Simple ContrarianMomentum Strategies - Overview.srt	4.39 KB
16. Defining and Backtesting simple MomentumContrarian Strategies/10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).mp4	0 B
16. Defining and Backtesting simple MomentumContrarian Strategies/10. OOP Challenge Create the Contrarian Backtesting Class (incl. Solution).srt	0 B
16. Defining and Backtesting simple MomentumContrarian Strategies/2. Getting the Data.mp4	15.39 MB
16. Defining and Backtesting simple MomentumContrarian Strategies/2. Getting the Data.srt	2.88 KB
16. Defining and Backtesting simple MomentumContrarian Strategies/3. Excursus Your FAQs answered.mp4	31.16 MB
16. Defining and Backtesting simple MomentumContrarian Strategies/3. Excursus Your FAQs answered.srt	5.09 KB
16. Defining and Backtesting simple MomentumContrarian Strategies/4. Defining a simple Contrarian Strategy.mp4	21.46 MB
16. Defining and Backtesting simple MomentumContrarian Strategies/4. Defining a simple Contrarian Strategy.srt	3.80 KB
16. Defining and Backtesting simple MomentumContrarian Strategies/5. Vectorized Strategy Backtesting.mp4	28.93 MB
16. Defining and Backtesting simple MomentumContrarian Strategies/5. Vectorized Strategy Backtesting.srt	4.79 KB
16. Defining and Backtesting simple MomentumContrarian Strategies/6. Changing the Window Parameter.mp4	39.18 MB
16. Defining and Backtesting simple MomentumContrarian Strategies/6. Changing the Window Parameter.srt	6.10 KB
16. Defining and Backtesting simple MomentumContrarian Strategies/7. Trades and Trading Costs (Part 1).mp4	59.04 MB
16. Defining and Backtesting simple MomentumContrarian Strategies/7. Trades and Trading Costs (Part 1).srt	10.02 KB
16. Defining and Backtesting simple MomentumContrarian Strategies/8. Trades and Trading Costs (Part 2).mp4	21.94 MB
16. Defining and Backtesting simple MomentumContrarian Strategies/8. Trades and Trading Costs (Part 2).srt	3.43 KB
16. Defining and Backtesting simple MomentumContrarian Strategies/9. Generalization with OOP A Contrarian Backtesting Class in action.mp4	60.65 MB
16. Defining and Backtesting simple MomentumContrarian Strategies/9. Generalization with OOP A Contrarian Backtesting Class in action.srt	8.84 KB
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/1. Mean-Reversion Strategies - Overview.mp4	51.41 MB
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/1. Mean-Reversion Strategies - Overview.srt	6.54 KB
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/2. Getting the Data.mp4	11.62 MB
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/2. Getting the Data.srt	2.21 KB
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4	29.79 MB
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).srt	4.99 KB
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4	70.65 MB
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).srt	10.09 KB
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/5. Vectorized Strategy Backtesting.mp4	40.20 MB
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/5. Vectorized Strategy Backtesting.srt	6.39 KB
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/6. Generalization with OOP A Bollinger Bands Backtesting Class in action.mp4	0 B
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/6. Generalization with OOP A Bollinger Bands Backtesting Class in action.srt	0 B
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/7. OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).mp4	0 B
17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)/7. OOP Challenge Create the Bollinger Bands Backtesting Class (incl. Solution).srt	0 B
18. Trading Strategies powered by Machine Learning - Regression/1. Machine Learning - an Overview.mp4	42.53 MB
18. Trading Strategies powered by Machine Learning - Regression/1. Machine Learning - an Overview.srt	7.89 KB
18. Trading Strategies powered by Machine Learning - Regression/1.1 ML.pdf	492.27 KB
18. Trading Strategies powered by Machine Learning - Regression/10. In-Sample Backtesting and the Look-ahead-bias.mp4	20.18 MB
18. Trading Strategies powered by Machine Learning - Regression/10. In-Sample Backtesting and the Look-ahead-bias.srt	4.60 KB
18. Trading Strategies powered by Machine Learning - Regression/11. Out-Sample Forward Testing.mp4	30.44 MB
18. Trading Strategies powered by Machine Learning - Regression/11. Out-Sample Forward Testing.srt	4.90 KB
18. Trading Strategies powered by Machine Learning - Regression/2. Linear Regression with scikit-learn - a simple Introduction.mp4	48.30 MB
18. Trading Strategies powered by Machine Learning - Regression/2. Linear Regression with scikit-learn - a simple Introduction.srt	9.18 KB
18. Trading Strategies powered by Machine Learning - Regression/3. Making Predictions with Linear Regression.mp4	16.24 MB
18. Trading Strategies powered by Machine Learning - Regression/3. Making Predictions with Linear Regression.srt	3.78 KB
18. Trading Strategies powered by Machine Learning - Regression/4. Overfitting.mp4	38.40 MB
18. Trading Strategies powered by Machine Learning - Regression/4. Overfitting.srt	7.30 KB
18. Trading Strategies powered by Machine Learning - Regression/5. Underfitting.mp4	23.56 MB
18. Trading Strategies powered by Machine Learning - Regression/5. Underfitting.srt	4.49 KB
18. Trading Strategies powered by Machine Learning - Regression/6. Getting the Data.mp4	9.50 MB
18. Trading Strategies powered by Machine Learning - Regression/6. Getting the Data.srt	1.83 KB
18. Trading Strategies powered by Machine Learning - Regression/7. A simple Linear Model to predict Financial Returns (Part 1).mp4	17.79 MB
18. Trading Strategies powered by Machine Learning - Regression/7. A simple Linear Model to predict Financial Returns (Part 1).srt	3.99 KB
18. Trading Strategies powered by Machine Learning - Regression/8. A simple Linear Model to predict Financial Returns (Part 2).mp4	42.74 MB
18. Trading Strategies powered by Machine Learning - Regression/8. A simple Linear Model to predict Financial Returns (Part 2).srt	7.40 KB
18. Trading Strategies powered by Machine Learning - Regression/9. A Multiple Regression Model to predict Financial Returns.mp4	36.68 MB
18. Trading Strategies powered by Machine Learning - Regression/9. A Multiple Regression Model to predict Financial Returns.srt	6.50 KB
18. Trading Strategies powered by Machine Learning - Regression/GetFreeCourses.Co.url	116 B
18. Trading Strategies powered by Machine Learning - Regression/How you can help GetFreeCourses.Co.txt	182 B
19. Trading Strategies powered by Machine Learning - Classification/1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).mp4	0 B
19. Trading Strategies powered by Machine Learning - Classification/1. Logistic Regression with scikit-learn - a simple Introduction (Part 1).srt	0 B
19. Trading Strategies powered by Machine Learning - Classification/2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).mp4	0 B
19. Trading Strategies powered by Machine Learning - Classification/2. Logistic Regression with scikit-learn - a simple Introduction (Part 2).srt	0 B
19. Trading Strategies powered by Machine Learning - Classification/3. Getting and Preparing the Data.mp4	17.03 MB
19. Trading Strategies powered by Machine Learning - Classification/3. Getting and Preparing the Data.srt	3.52 KB
19. Trading Strategies powered by Machine Learning - Classification/4. Predicting Market Direction with Logistic Regression.mp4	27.44 MB
19. Trading Strategies powered by Machine Learning - Classification/4. Predicting Market Direction with Logistic Regression.srt	3.85 KB
19. Trading Strategies powered by Machine Learning - Classification/5. In-Sample Backtesting and the Look-ahead-bias.mp4	14.19 MB
19. Trading Strategies powered by Machine Learning - Classification/5. In-Sample Backtesting and the Look-ahead-bias.srt	2.88 KB
19. Trading Strategies powered by Machine Learning - Classification/6. Out-Sample Forward Testing.mp4	20.11 MB
19. Trading Strategies powered by Machine Learning - Classification/6. Out-Sample Forward Testing.srt	3.58 KB
19. Trading Strategies powered by Machine Learning - Classification/7. Generalization with OOP A Classification Backtesting Class in action.mp4	0 B
19. Trading Strategies powered by Machine Learning - Classification/7. Generalization with OOP A Classification Backtesting Class in action.srt	0 B
19. Trading Strategies powered by Machine Learning - Classification/8. The Classification Backtesting Class explained (Part 1).mp4	54.45 MB
19. Trading Strategies powered by Machine Learning - Classification/8. The Classification Backtesting Class explained (Part 1).srt	8.13 KB
19. Trading Strategies powered by Machine Learning - Classification/9. The Classification Backtesting Class explained (Part 2).mp4	35.22 MB
19. Trading Strategies powered by Machine Learning - Classification/9. The Classification Backtesting Class explained (Part 2).srt	4.88 KB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/1. Our very first Trade.mp4	13.90 MB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/1. Our very first Trade.srt	2.14 KB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/2. Long Term Investing vs. (Algorithmic) Day Trading.mp4	30.90 MB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/2. Long Term Investing vs. (Algorithmic) Day Trading.srt	5.56 KB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/2.1 Trading_vs_investing.pdf	529.76 KB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/3. Spot Trading vs. Derivatives Trading (Part 1).mp4	57.79 MB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/3. Spot Trading vs. Derivatives Trading (Part 1).srt	10.00 KB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/3.1 Spot_vs_Futures.pdf	253.73 KB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/4. Spot Trading vs. Derivatives Trading (Part 2).mp4	67.47 MB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/4. Spot Trading vs. Derivatives Trading (Part 2).srt	10.19 KB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/5. Overview & the Brokers OANDA and FXCM.mp4	30.27 MB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/5. Overview & the Brokers OANDA and FXCM.srt	5.98 KB
2. +++ PART 1 Day Trading, Online Brokers and APIs +++/5.1 Brokers.pdf	553.71 KB
20. Advanced Backtesting Techniques/1. Introduction to Iterative Backtesting (event-driven).mp4	30.12 MB
20. Advanced Backtesting Techniques/1. Introduction to Iterative Backtesting (event-driven).srt	5.01 KB
20. Advanced Backtesting Techniques/1.1 Event_Driven_BT.pdf	385.67 KB
20. Advanced Backtesting Techniques/10. Creating an Iterative Base Class (Part 7).mp4	50.40 MB
20. Advanced Backtesting Techniques/10. Creating an Iterative Base Class (Part 7).srt	7.50 KB
20. Advanced Backtesting Techniques/11. Creating an Iterative Base Class (Part 8).mp4	56.36 MB
20. Advanced Backtesting Techniques/11. Creating an Iterative Base Class (Part 8).srt	6.97 KB
20. Advanced Backtesting Techniques/12. Adding the Iterative Backtest Child Class for SMA (Part 1).mp4	53.08 MB
20. Advanced Backtesting Techniques/12. Adding the Iterative Backtest Child Class for SMA (Part 1).srt	6.50 KB
20. Advanced Backtesting Techniques/13. Adding the Iterative Backtest Child Class for SMA (Part 2).mp4	78.37 MB
20. Advanced Backtesting Techniques/13. Adding the Iterative Backtest Child Class for SMA (Part 2).srt	9.92 KB
20. Advanced Backtesting Techniques/14. Using Modules and adding Docstrings.mp4	38.88 MB
20. Advanced Backtesting Techniques/14. Using Modules and adding Docstrings.srt	5.60 KB
20. Advanced Backtesting Techniques/15. OOP Challenge Add Contrarian and Bollinger Strategies.mp4	65.82 MB
20. Advanced Backtesting Techniques/15. OOP Challenge Add Contrarian and Bollinger Strategies.srt	7.93 KB
20. Advanced Backtesting Techniques/2. A first Intuition on Iterative Backtesting (Part 1).mp4	34.82 MB
20. Advanced Backtesting Techniques/2. A first Intuition on Iterative Backtesting (Part 1).srt	6.78 KB
20. Advanced Backtesting Techniques/3. A first Intuition on Iterative Backtesting (Part 2).mp4	38.02 MB
20. Advanced Backtesting Techniques/3. A first Intuition on Iterative Backtesting (Part 2).srt	5.78 KB
20. Advanced Backtesting Techniques/4. Creating an Iterative Base Class (Part 1).mp4	27.18 MB
20. Advanced Backtesting Techniques/4. Creating an Iterative Base Class (Part 1).srt	5.16 KB
20. Advanced Backtesting Techniques/5. Creating an Iterative Base Class (Part 2).mp4	16.92 MB
20. Advanced Backtesting Techniques/5. Creating an Iterative Base Class (Part 2).srt	2.91 KB
20. Advanced Backtesting Techniques/6. Creating an Iterative Base Class (Part 3).mp4	15.15 MB
20. Advanced Backtesting Techniques/6. Creating an Iterative Base Class (Part 3).srt	2.69 KB
20. Advanced Backtesting Techniques/7. Creating an Iterative Base Class (Part 4).mp4	49.37 MB
20. Advanced Backtesting Techniques/7. Creating an Iterative Base Class (Part 4).srt	8.05 KB
20. Advanced Backtesting Techniques/8. Creating an Iterative Base Class (Part 5).mp4	39.36 MB
20. Advanced Backtesting Techniques/8. Creating an Iterative Base Class (Part 5).srt	6.14 KB
20. Advanced Backtesting Techniques/9. Creating an Iterative Base Class (Part 6).mp4	33.79 MB
20. Advanced Backtesting Techniques/9. Creating an Iterative Base Class (Part 6).srt	4.70 KB
21. +++ PART 4 Real-time Implementation and Automation of Strategies +++/1. Introduction and Overview.mp4	10.78 MB
21. +++ PART 4 Real-time Implementation and Automation of Strategies +++/1. Introduction and Overview.srt	2.17 KB
21. +++ PART 4 Real-time Implementation and Automation of Strategies +++/2. Downloads for Part 4.html	123 B
21. +++ PART 4 Real-time Implementation and Automation of Strategies +++/2.1 Part4_Materials.zip	736.39 KB
22. Implementation and Automation with OANDA (UPDATED!)/1. Updating the Wrapper Package (Part 1).html	359 B
22. Implementation and Automation with OANDA (UPDATED!)/10. Storing and resampling real-time tick data (Part 4).mp4	64.12 MB
22. Implementation and Automation with OANDA (UPDATED!)/10. Storing and resampling real-time tick data (Part 4).srt	8.80 KB
22. Implementation and Automation with OANDA (UPDATED!)/11. Storing and resampling real-time tick data (Part 5).mp4	30.87 MB
22. Implementation and Automation with OANDA (UPDATED!)/11. Storing and resampling real-time tick data (Part 5).srt	4.44 KB
22. Implementation and Automation with OANDA (UPDATED!)/12. Working with historical data and real-time tick data (Part 1).mp4	49.43 MB
22. Implementation and Automation with OANDA (UPDATED!)/12. Working with historical data and real-time tick data (Part 1).srt	9.23 KB
22. Implementation and Automation with OANDA (UPDATED!)/13. Working with historical data and real-time tick data (Part 2).mp4	49.06 MB
22. Implementation and Automation with OANDA (UPDATED!)/13. Working with historical data and real-time tick data (Part 2).srt	7.19 KB
22. Implementation and Automation with OANDA (UPDATED!)/14. Working with historical data and real-time tick data (Part 3).mp4	30.04 MB
22. Implementation and Automation with OANDA (UPDATED!)/14. Working with historical data and real-time tick data (Part 3).srt	4.07 KB
22. Implementation and Automation with OANDA (UPDATED!)/15. Defining a simple Contrarian Strategy.mp4	51.66 MB
22. Implementation and Automation with OANDA (UPDATED!)/15. Defining a simple Contrarian Strategy.srt	6.61 KB
22. Implementation and Automation with OANDA (UPDATED!)/16. Placing Orders and Executing Trades.mp4	57.49 MB
22. Implementation and Automation with OANDA (UPDATED!)/16. Placing Orders and Executing Trades.srt	6.69 KB
22. Implementation and Automation with OANDA (UPDATED!)/17. Trade Monitoring and Reporting.mp4	84.56 MB
22. Implementation and Automation with OANDA (UPDATED!)/17. Trade Monitoring and Reporting.srt	9.20 KB
22. Implementation and Automation with OANDA (UPDATED!)/18. Trading other Strategies - Coding Challenge.mp4	12.56 MB
22. Implementation and Automation with OANDA (UPDATED!)/18. Trading other Strategies - Coding Challenge.srt	2.09 KB
22. Implementation and Automation with OANDA (UPDATED!)/19. Implementing an SMA Crossover Strategy (Solution).mp4	37.04 MB
22. Implementation and Automation with OANDA (UPDATED!)/19. Implementing an SMA Crossover Strategy (Solution).srt	4.25 KB
22. Implementation and Automation with OANDA (UPDATED!)/2. Updating the Wrapper Package (Part 2).mp4	25.41 MB
22. Implementation and Automation with OANDA (UPDATED!)/2. Updating the Wrapper Package (Part 2).srt	3.27 KB
22. Implementation and Automation with OANDA (UPDATED!)/20. Implementing a Bollinger Bands Strategy (Solution).mp4	30.40 MB
22. Implementation and Automation with OANDA (UPDATED!)/20. Implementing a Bollinger Bands Strategy (Solution).srt	3.34 KB
22. Implementation and Automation with OANDA (UPDATED!)/21. Machine Learning Strategies (1) - Model Fitting.mp4	33.75 MB
22. Implementation and Automation with OANDA (UPDATED!)/21. Machine Learning Strategies (1) - Model Fitting.srt	6.41 KB
22. Implementation and Automation with OANDA (UPDATED!)/22. Machine Learning Strategies (2) - Implementation.mp4	61.58 MB
22. Implementation and Automation with OANDA (UPDATED!)/22. Machine Learning Strategies (2) - Implementation.srt	7.28 KB
22. Implementation and Automation with OANDA (UPDATED!)/23. Importing a Trader Module Class.mp4	19.19 MB
22. Implementation and Automation with OANDA (UPDATED!)/23. Importing a Trader Module Class.srt	2.87 KB
22. Implementation and Automation with OANDA (UPDATED!)/24. Excursus Printing all ticks in a Command PromptTerminal.html	533 B
22. Implementation and Automation with OANDA (UPDATED!)/25. Running a Python Trader Script.mp4	58.72 MB
22. Implementation and Automation with OANDA (UPDATED!)/25. Running a Python Trader Script.srt	7.20 KB
22. Implementation and Automation with OANDA (UPDATED!)/3. Weekend and Bank Holiday Alert.html	381 B
22. Implementation and Automation with OANDA (UPDATED!)/4. Historical Data, real-time Data and Orders (Recap).mp4	72.76 MB
22. Implementation and Automation with OANDA (UPDATED!)/4. Historical Data, real-time Data and Orders (Recap).srt	9.92 KB
22. Implementation and Automation with OANDA (UPDATED!)/5. Preview A Trader Class live in action.mp4	47.96 MB
22. Implementation and Automation with OANDA (UPDATED!)/5. Preview A Trader Class live in action.srt	5.79 KB
22. Implementation and Automation with OANDA (UPDATED!)/6. How to collect and store real-time tick data.mp4	40.41 MB
22. Implementation and Automation with OANDA (UPDATED!)/6. How to collect and store real-time tick data.srt	6.29 KB
22. Implementation and Automation with OANDA (UPDATED!)/7. Storing and resampling real-time tick data (Part 1).mp4	59.83 MB
22. Implementation and Automation with OANDA (UPDATED!)/7. Storing and resampling real-time tick data (Part 1).srt	8.60 KB
22. Implementation and Automation with OANDA (UPDATED!)/8. Storing and resampling real-time tick data (Part 2).mp4	45.99 MB
22. Implementation and Automation with OANDA (UPDATED!)/8. Storing and resampling real-time tick data (Part 2).srt	5.73 KB
22. Implementation and Automation with OANDA (UPDATED!)/9. Storing and resampling real-time tick data (Part 3).mp4	32.13 MB
22. Implementation and Automation with OANDA (UPDATED!)/9. Storing and resampling real-time tick data (Part 3).srt	5.24 KB
22. Implementation and Automation with OANDA (UPDATED!)/GetFreeCourses.Co.url	116 B
22. Implementation and Automation with OANDA (UPDATED!)/How you can help GetFreeCourses.Co.txt	182 B
23. Implementation and Automation with FXCM (Updated!)/1. Weekend and Bank Holiday Alert.html	381 B
23. Implementation and Automation with FXCM (Updated!)/10. Working with historical data and real-time tick data (Part 1).mp4	34.52 MB
23. Implementation and Automation with FXCM (Updated!)/10. Working with historical data and real-time tick data (Part 1).srt	6.72 KB
23. Implementation and Automation with FXCM (Updated!)/11. Working with historical data and real-time tick data (Part 2).mp4	49.57 MB
23. Implementation and Automation with FXCM (Updated!)/11. Working with historical data and real-time tick data (Part 2).srt	6.27 KB
23. Implementation and Automation with FXCM (Updated!)/12. Working with historical data and real-time tick data (Part 3).mp4	29.94 MB
23. Implementation and Automation with FXCM (Updated!)/12. Working with historical data and real-time tick data (Part 3).srt	3.98 KB
23. Implementation and Automation with FXCM (Updated!)/13. Defining a Simple Contrarian Trading Strategy.mp4	42.25 MB
23. Implementation and Automation with FXCM (Updated!)/13. Defining a Simple Contrarian Trading Strategy.srt	5.48 KB
23. Implementation and Automation with FXCM (Updated!)/14. Placing Orders and Executing Trades.mp4	58.21 MB
23. Implementation and Automation with FXCM (Updated!)/14. Placing Orders and Executing Trades.srt	8.30 KB
23. Implementation and Automation with FXCM (Updated!)/15. Trade Monitoring and Reporting.mp4	56.16 MB
23. Implementation and Automation with FXCM (Updated!)/15. Trade Monitoring and Reporting.srt	6.71 KB
23. Implementation and Automation with FXCM (Updated!)/16. Trading other Strategies - Coding Challenge.mp4	14.07 MB
23. Implementation and Automation with FXCM (Updated!)/16. Trading other Strategies - Coding Challenge.srt	2.19 KB
23. Implementation and Automation with FXCM (Updated!)/17. SMA Crossover and Bollinger Bands (Solution).mp4	41.79 MB
23. Implementation and Automation with FXCM (Updated!)/17. SMA Crossover and Bollinger Bands (Solution).srt	4.83 KB
23. Implementation and Automation with FXCM (Updated!)/18. Machine Learning Strategies (1) - Model Fitting.mp4	33.86 MB
23. Implementation and Automation with FXCM (Updated!)/18. Machine Learning Strategies (1) - Model Fitting.srt	6.41 KB
23. Implementation and Automation with FXCM (Updated!)/19. Machine Learning Strategies (2) - Implementation.mp4	53.91 MB
23. Implementation and Automation with FXCM (Updated!)/19. Machine Learning Strategies (2) - Implementation.srt	6.14 KB
23. Implementation and Automation with FXCM (Updated!)/2. Historical Data, real-time Data and Orders (Recap).mp4	65.82 MB
23. Implementation and Automation with FXCM (Updated!)/2. Historical Data, real-time Data and Orders (Recap).srt	10.42 KB
23. Implementation and Automation with FXCM (Updated!)/20. Excursus Printing all ticks in a Command PromptTerminal.html	533 B
23. Implementation and Automation with FXCM (Updated!)/21. Running a Python Script.mp4	47.66 MB
23. Implementation and Automation with FXCM (Updated!)/21. Running a Python Script.srt	6.88 KB
23. Implementation and Automation with FXCM (Updated!)/3. Troubleshooting FXCM Server Connection Issues.html	4.04 KB
23. Implementation and Automation with FXCM (Updated!)/4. Preview A Trader Class live in action.mp4	50.80 MB
23. Implementation and Automation with FXCM (Updated!)/4. Preview A Trader Class live in action.srt	6.21 KB
23. Implementation and Automation with FXCM (Updated!)/5. Collecting and storing real-time tick data.mp4	53.99 MB
23. Implementation and Automation with FXCM (Updated!)/5. Collecting and storing real-time tick data.srt	7.92 KB
23. Implementation and Automation with FXCM (Updated!)/6. Storing and resampling real-time tick data (Part 1).mp4	64.55 MB
23. Implementation and Automation with FXCM (Updated!)/6. Storing and resampling real-time tick data (Part 1).srt	9.07 KB
23. Implementation and Automation with FXCM (Updated!)/7. A Trader Class.mp4	39.47 MB
23. Implementation and Automation with FXCM (Updated!)/7. A Trader Class.srt	6.26 KB
23. Implementation and Automation with FXCM (Updated!)/8. Storing and resampling real-time tick data (Part 2).mp4	68.17 MB
23. Implementation and Automation with FXCM (Updated!)/8. Storing and resampling real-time tick data (Part 2).srt	9.14 KB
23. Implementation and Automation with FXCM (Updated!)/9. Storing and resampling real-time tick data (Part 3).mp4	25.25 MB
23. Implementation and Automation with FXCM (Updated!)/9. Storing and resampling real-time tick data (Part 3).srt	3.52 KB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/1. Introduction and Motivation.mp4	20.22 MB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/1. Introduction and Motivation.srt	3.26 KB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/1.1 cloud.pdf	366.36 KB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/10. How to schedule Trading sessions with the Task Scheduler.mp4	39.23 MB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/10. How to schedule Trading sessions with the Task Scheduler.srt	5.02 KB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/11. How to stop Trading Sessions (OANDA).mp4	49.48 MB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/11. How to stop Trading Sessions (OANDA).srt	7.08 KB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/12. How to stop Trading Sessions (FXCM).mp4	45.87 MB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/12. How to stop Trading Sessions (FXCM).srt	5.58 KB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/2. Demonstration AWS EC2 for Algorithmic Trading live in action.mp4	0 B
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/2. Demonstration AWS EC2 for Algorithmic Trading live in action.srt	0 B
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/3. Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.mp4	0 B
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/3. Amazon Web Services (AWS) - Overview and how to create a Free Trial Account.srt	0 B
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/4. How to create an EC2 Instance.mp4	71.79 MB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/4. How to create an EC2 Instance.srt	8.94 KB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/5. How to connect to your EC2 Instance.mp4	33.13 MB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/5. How to connect to your EC2 Instance.srt	4.40 KB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/6. Getting the Instance Ready for Algorithmic Trading.mp4	60.04 MB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/6. Getting the Instance Ready for Algorithmic Trading.srt	6.61 KB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/7. Weekend and Bank Holiday Alert.html	381 B
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/8. How to run Python Scripts in a Windows Command Prompt.mp4	29.98 MB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/8. How to run Python Scripts in a Windows Command Prompt.srt	3.80 KB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/9. How to start Trading sessions with Batch (.bat) Files.mp4	31.63 MB
24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation/9. How to start Trading sessions with Batch (.bat) Files.srt	4.15 KB
25. +++ PART 5 Expert Tips & Tricks, Case Studies and more +++/1. Overview.mp4	10.23 MB
25. +++ PART 5 Expert Tips & Tricks, Case Studies and more +++/1. Overview.srt	2.21 KB
25. +++ PART 5 Expert Tips & Tricks, Case Studies and more +++/2. Downloads for PART 5.html	123 B
25. +++ PART 5 Expert Tips & Tricks, Case Studies and more +++/2.1 Part5_Materials.zip	1.76 MB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/1. Introduction and Preparing the Data.mp4	36.83 MB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/1. Introduction and Preparing the Data.srt	6.05 KB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/2. The best time to trade (Part 1).mp4	19.04 MB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/2. The best time to trade (Part 1).srt	3.70 KB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/3. The best time to trade (Part 2).mp4	19.06 MB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/3. The best time to trade (Part 2).srt	3.74 KB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/4. Spreads during the busy hours.mp4	13.24 MB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/4. Spreads during the busy hours.srt	2.05 KB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/5. The Impact of Granularity.mp4	28.19 MB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/5. The Impact of Granularity.srt	4.78 KB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/6. Conclusions.mp4	18.02 MB
26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!/6. Conclusions.srt	2.40 KB
27. Working with two or many Strategies (Combination)/1. Introduction.mp4	11.47 MB
27. Working with two or many Strategies (Combination)/1. Introduction.srt	2.55 KB
27. Working with two or many Strategies (Combination)/2. Strategy 1 SMA.mp4	13.27 MB
27. Working with two or many Strategies (Combination)/2. Strategy 1 SMA.srt	2.72 KB
27. Working with two or many Strategies (Combination)/3. Strategy 2 Mean Reversion.mp4	14.55 MB
27. Working with two or many Strategies (Combination)/3. Strategy 2 Mean Reversion.srt	2.83 KB
27. Working with two or many Strategies (Combination)/4. Combining both Strategies - Alternative 1.mp4	37.47 MB
27. Working with two or many Strategies (Combination)/4. Combining both Strategies - Alternative 1.srt	6.41 KB
27. Working with two or many Strategies (Combination)/5. Taking into account busy Trading Hours.mp4	15.21 MB
27. Working with two or many Strategies (Combination)/5. Taking into account busy Trading Hours.srt	2.95 KB
27. Working with two or many Strategies (Combination)/6. Strategy Backtesting.mp4	10.87 MB
27. Working with two or many Strategies (Combination)/6. Strategy Backtesting.srt	1.94 KB
27. Working with two or many Strategies (Combination)/7. Combining both Strategies - Alternative 2.mp4	22.17 MB
27. Working with two or many Strategies (Combination)/7. Combining both Strategies - Alternative 2.srt	2.96 KB
27. Working with two or many Strategies (Combination)/8. Strategy Optimization.mp4	68.54 MB
27. Working with two or many Strategies (Combination)/8. Strategy Optimization.srt	10.02 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/1. Project Overview.mp4	23.79 MB
28. A Machine Learning-powered Strategy A-Z (DNN)/1. Project Overview.srt	6.75 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/1.1 DNN.pdf	431.06 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/10. Prediction & Out-Sample Forward Testing.mp4	48.27 MB
28. A Machine Learning-powered Strategy A-Z (DNN)/10. Prediction & Out-Sample Forward Testing.srt	8.10 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/11. Saving Model and Parameters.mp4	18.24 MB
28. A Machine Learning-powered Strategy A-Z (DNN)/11. Saving Model and Parameters.srt	3.05 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/12. Important Notices.html	822 B
28. A Machine Learning-powered Strategy A-Z (DNN)/13. Implementation (Oanda & FXCM).mp4	112.43 MB
28. A Machine Learning-powered Strategy A-Z (DNN)/13. Implementation (Oanda & FXCM).srt	13.51 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/2. Installation of Tensorflow & Keras (Part 1).html	555 B
28. A Machine Learning-powered Strategy A-Z (DNN)/3. Installation of Tensorflow & Keras (Part 2).mp4	49.81 MB
28. A Machine Learning-powered Strategy A-Z (DNN)/3. Installation of Tensorflow & Keras (Part 2).srt	7.54 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/4. Getting and Preparing the Data.mp4	8.43 MB
28. A Machine Learning-powered Strategy A-Z (DNN)/4. Getting and Preparing the Data.srt	1.41 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/5. Adding LabelsFeatures.mp4	37.73 MB
28. A Machine Learning-powered Strategy A-Z (DNN)/5. Adding LabelsFeatures.srt	7.00 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/6. Adding lags.mp4	19.23 MB
28. A Machine Learning-powered Strategy A-Z (DNN)/6. Adding lags.srt	2.68 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/7. Splitting into Train and Test Set.mp4	9.83 MB
28. A Machine Learning-powered Strategy A-Z (DNN)/7. Splitting into Train and Test Set.srt	2.36 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/8. Feature ScalingEngineering.mp4	26.39 MB
28. A Machine Learning-powered Strategy A-Z (DNN)/8. Feature ScalingEngineering.srt	3.52 KB
28. A Machine Learning-powered Strategy A-Z (DNN)/9. Creating and Fitting the DNN Model.mp4	47.63 MB
28. A Machine Learning-powered Strategy A-Z (DNN)/9. Creating and Fitting the DNN Model.srt	8.64 KB
29. Error Handling How to make your Trading Bot more stable and reliable/1. Introduction.mp4	19.55 MB
29. Error Handling How to make your Trading Bot more stable and reliable/1. Introduction.srt	6.16 KB
29. Error Handling How to make your Trading Bot more stable and reliable/10. How to limit the number of retries.mp4	13.68 MB
29. Error Handling How to make your Trading Bot more stable and reliable/10. How to limit the number of retries.srt	2.89 KB
29. Error Handling How to make your Trading Bot more stable and reliable/11. Waiting periods between re-tries.mp4	25.86 MB
29. Error Handling How to make your Trading Bot more stable and reliable/11. Waiting periods between re-tries.srt	4.98 KB
29. Error Handling How to make your Trading Bot more stable and reliable/12. Implementation with Oanda V20 Connection Issues.mp4	36.15 MB
29. Error Handling How to make your Trading Bot more stable and reliable/12. Implementation with Oanda V20 Connection Issues.srt	4.04 KB
29. Error Handling How to make your Trading Bot more stable and reliable/13. Oanda Error Handling (Part 1).mp4	44.54 MB
29. Error Handling How to make your Trading Bot more stable and reliable/13. Oanda Error Handling (Part 1).srt	6.92 KB
29. Error Handling How to make your Trading Bot more stable and reliable/14. Oanda Error Handling (Part 2).mp4	64.14 MB
29. Error Handling How to make your Trading Bot more stable and reliable/14. Oanda Error Handling (Part 2).srt	8.83 KB
29. Error Handling How to make your Trading Bot more stable and reliable/15. Oanda Error Handling (Part 3).mp4	34.55 MB
29. Error Handling How to make your Trading Bot more stable and reliable/15. Oanda Error Handling (Part 3).srt	4.21 KB
29. Error Handling How to make your Trading Bot more stable and reliable/16. Implementation with FXCM APIServer Issues.mp4	20.83 MB
29. Error Handling How to make your Trading Bot more stable and reliable/16. Implementation with FXCM APIServer Issues.srt	2.78 KB
29. Error Handling How to make your Trading Bot more stable and reliable/17. FXCM Error Handling (Part 1).mp4	41.84 MB
29. Error Handling How to make your Trading Bot more stable and reliable/17. FXCM Error Handling (Part 1).srt	5.44 KB
29. Error Handling How to make your Trading Bot more stable and reliable/18. FXCM Error Handling (Part 2).mp4	38.16 MB
29. Error Handling How to make your Trading Bot more stable and reliable/18. FXCM Error Handling (Part 2).srt	5.84 KB
29. Error Handling How to make your Trading Bot more stable and reliable/2. Section Materials Notebooks.html	122 B
29. Error Handling How to make your Trading Bot more stable and reliable/3. Python Errors (Exceptions).mp4	6.83 MB
29. Error Handling How to make your Trading Bot more stable and reliable/3. Python Errors (Exceptions).srt	1.93 KB
29. Error Handling How to make your Trading Bot more stable and reliable/4. try and except.mp4	8.89 MB
29. Error Handling How to make your Trading Bot more stable and reliable/4. try and except.srt	3.06 KB
29. Error Handling How to make your Trading Bot more stable and reliable/5. Catching specific Errors.mp4	7.56 MB
29. Error Handling How to make your Trading Bot more stable and reliable/5. Catching specific Errors.srt	1.89 KB
29. Error Handling How to make your Trading Bot more stable and reliable/6. The Exception class.mp4	5.67 MB
29. Error Handling How to make your Trading Bot more stable and reliable/6. The Exception class.srt	1.37 KB
29. Error Handling How to make your Trading Bot more stable and reliable/7. try, except, else.mp4	25.15 MB
29. Error Handling How to make your Trading Bot more stable and reliable/7. try, except, else.srt	3.73 KB
29. Error Handling How to make your Trading Bot more stable and reliable/8. finally.mp4	20.12 MB
29. Error Handling How to make your Trading Bot more stable and reliable/8. finally.srt	4.20 KB
29. Error Handling How to make your Trading Bot more stable and reliable/9. Try again (...until it works).mp4	21.27 MB
29. Error Handling How to make your Trading Bot more stable and reliable/9. Try again (...until it works).srt	5.31 KB
3. Day Trading with OANDA A-Z a Deep Dive/1. OANDA at a first glance.mp4	65.91 MB
3. Day Trading with OANDA A-Z a Deep Dive/1. OANDA at a first glance.srt	9.18 KB
3. Day Trading with OANDA A-Z a Deep Dive/10. Our third Trade A-Z - Going Short EURUSD.mp4	61.88 MB
3. Day Trading with OANDA A-Z a Deep Dive/10. Our third Trade A-Z - Going Short EURUSD.srt	7.93 KB
3. Day Trading with OANDA A-Z a Deep Dive/10.1 Short_EUR.xlsx	35.48 KB
3. Day Trading with OANDA A-Z a Deep Dive/11. Netting vs. Hedging.mp4	60.84 MB
3. Day Trading with OANDA A-Z a Deep Dive/11. Netting vs. Hedging.srt	7.50 KB
3. Day Trading with OANDA A-Z a Deep Dive/12. Market, Limit and Stop Orders.mp4	39.27 MB
3. Day Trading with OANDA A-Z a Deep Dive/12. Market, Limit and Stop Orders.srt	6.07 KB
3. Day Trading with OANDA A-Z a Deep Dive/13. Take-Profit and Stop-Loss Orders.mp4	24.44 MB
3. Day Trading with OANDA A-Z a Deep Dive/13. Take-Profit and Stop-Loss Orders.srt	3.93 KB
3. Day Trading with OANDA A-Z a Deep Dive/14. A more general Example.mp4	30.79 MB
3. Day Trading with OANDA A-Z a Deep Dive/14. A more general Example.srt	4.73 KB
3. Day Trading with OANDA A-Z a Deep Dive/15. Trading Challenge.html	569 B
3. Day Trading with OANDA A-Z a Deep Dive/2. How to create an Account.mp4	48.28 MB
3. Day Trading with OANDA A-Z a Deep Dive/2. How to create an Account.srt	7.95 KB
3. Day Trading with OANDA A-Z a Deep Dive/3. FOREX Currency Exchange Rates explained.mp4	59.54 MB
3. Day Trading with OANDA A-Z a Deep Dive/3. FOREX Currency Exchange Rates explained.srt	9.80 KB
3. Day Trading with OANDA A-Z a Deep Dive/3.1 Currency.pdf	113.63 KB
3. Day Trading with OANDA A-Z a Deep Dive/4. Our second Trade - EURUSD FOREX Trading.mp4	42.93 MB
3. Day Trading with OANDA A-Z a Deep Dive/4. Our second Trade - EURUSD FOREX Trading.srt	4.75 KB
3. Day Trading with OANDA A-Z a Deep Dive/5. How to calculate Profit & Loss of a Trade.mp4	48.85 MB
3. Day Trading with OANDA A-Z a Deep Dive/5. How to calculate Profit & Loss of a Trade.srt	7.43 KB
3. Day Trading with OANDA A-Z a Deep Dive/5.1 Long_EUR.xlsx	40.06 KB
3. Day Trading with OANDA A-Z a Deep Dive/6. Trading Costs and Performance Attribution.mp4	69.54 MB
3. Day Trading with OANDA A-Z a Deep Dive/6. Trading Costs and Performance Attribution.srt	12.50 KB
3. Day Trading with OANDA A-Z a Deep Dive/6.1 spread.pdf	112.17 KB
3. Day Trading with OANDA A-Z a Deep Dive/7. Margin and Leverage.mp4	70.56 MB
3. Day Trading with OANDA A-Z a Deep Dive/7. Margin and Leverage.srt	8.17 KB
3. Day Trading with OANDA A-Z a Deep Dive/8. Margin Closeout and more.mp4	41.31 MB
3. Day Trading with OANDA A-Z a Deep Dive/8. Margin Closeout and more.srt	8.20 KB
3. Day Trading with OANDA A-Z a Deep Dive/9. Introduction to Charting.mp4	39.66 MB
3. Day Trading with OANDA A-Z a Deep Dive/9. Introduction to Charting.srt	5.71 KB
3. Day Trading with OANDA A-Z a Deep Dive/9.1 Candlestick.pdf	92.60 KB
30. +++ APPENDIX Python Crash Course +++/1. Overview.mp4	6.85 MB
30. +++ APPENDIX Python Crash Course +++/1. Overview.srt	1.82 KB
31. Appendix 1 Python (& Finance) Basics/1. Section Downloads.html	124 B
31. Appendix 1 Python (& Finance) Basics/1.1 Appendix1_Materials.zip	18.91 KB
31. Appendix 1 Python (& Finance) Basics/10. More on Variables and Memory.mp4	22.22 MB
31. Appendix 1 Python (& Finance) Basics/10. More on Variables and Memory.srt	8.04 KB
31. Appendix 1 Python (& Finance) Basics/11. Variables - Dos, Don´ts and Conventions.mp4	17.06 MB
31. Appendix 1 Python (& Finance) Basics/11. Variables - Dos, Don´ts and Conventions.srt	4.75 KB
31. Appendix 1 Python (& Finance) Basics/11.1 keywords.pdf	69.44 KB
31. Appendix 1 Python (& Finance) Basics/12. The print() Function.mp4	17.42 MB
31. Appendix 1 Python (& Finance) Basics/12. The print() Function.srt	5.14 KB
31. Appendix 1 Python (& Finance) Basics/13. Coding Exercise 1.mp4	46.77 MB
31. Appendix 1 Python (& Finance) Basics/13. Coding Exercise 1.srt	11.51 KB
31. Appendix 1 Python (& Finance) Basics/14. TVM Problems with many Cashflows.mp4	10.47 MB
31. Appendix 1 Python (& Finance) Basics/14. TVM Problems with many Cashflows.srt	4.48 KB
31. Appendix 1 Python (& Finance) Basics/14.1 FV_many.pdf	185.95 KB
31. Appendix 1 Python (& Finance) Basics/15. Intro to Python Lists.mp4	7.77 MB
31. Appendix 1 Python (& Finance) Basics/15. Intro to Python Lists.srt	3.01 KB
31. Appendix 1 Python (& Finance) Basics/16. Zero-based Indexing and negative Indexing in Python (Theory).mp4	7.44 MB
31. Appendix 1 Python (& Finance) Basics/16. Zero-based Indexing and negative Indexing in Python (Theory).srt	3.40 KB
31. Appendix 1 Python (& Finance) Basics/16.1 Indexing.pdf	122.88 KB
31. Appendix 1 Python (& Finance) Basics/17. Indexing Lists.mp4	13.87 MB
31. Appendix 1 Python (& Finance) Basics/17. Indexing Lists.srt	3.76 KB
31. Appendix 1 Python (& Finance) Basics/18. For Loops - Iterating over Lists.mp4	29.91 MB
31. Appendix 1 Python (& Finance) Basics/18. For Loops - Iterating over Lists.srt	9.79 KB
31. Appendix 1 Python (& Finance) Basics/19. The range Object - another Iterable.mp4	17.08 MB
31. Appendix 1 Python (& Finance) Basics/19. The range Object - another Iterable.srt	5.97 KB
31. Appendix 1 Python (& Finance) Basics/2. Intro to the Time Value of Money (TVM) Concept (Theory).mp4	16.49 MB
31. Appendix 1 Python (& Finance) Basics/2. Intro to the Time Value of Money (TVM) Concept (Theory).srt	7.50 KB
31. Appendix 1 Python (& Finance) Basics/2.1 TVM.pdf	195.76 KB
31. Appendix 1 Python (& Finance) Basics/20. Calculate FV and PV for many Cashflows.mp4	33.52 MB
31. Appendix 1 Python (& Finance) Basics/20. Calculate FV and PV for many Cashflows.srt	9.12 KB
31. Appendix 1 Python (& Finance) Basics/20.1 PV_FV_many.pdf	194.55 KB
31. Appendix 1 Python (& Finance) Basics/21. The Net Present Value - NPV (Theory).mp4	33.29 MB
31. Appendix 1 Python (& Finance) Basics/21. The Net Present Value - NPV (Theory).srt	9.76 KB
31. Appendix 1 Python (& Finance) Basics/21.1 NPV.pdf	245.66 KB
31. Appendix 1 Python (& Finance) Basics/22. Calculate an Investment Project´s NPV.mp4	14.34 MB
31. Appendix 1 Python (& Finance) Basics/22. Calculate an Investment Project´s NPV.srt	3.63 KB
31. Appendix 1 Python (& Finance) Basics/23. Coding Exercise 2.mp4	37.98 MB
31. Appendix 1 Python (& Finance) Basics/23. Coding Exercise 2.srt	10.02 KB
31. Appendix 1 Python (& Finance) Basics/24. Data Types in Action.mp4	24.33 MB
31. Appendix 1 Python (& Finance) Basics/24. Data Types in Action.srt	7.55 KB
31. Appendix 1 Python (& Finance) Basics/25. The Data Type Hierarchy (Theory).mp4	10.78 MB
31. Appendix 1 Python (& Finance) Basics/25. The Data Type Hierarchy (Theory).srt	4.30 KB
31. Appendix 1 Python (& Finance) Basics/25.1 Type_Hierarchy.pdf	162.43 KB
31. Appendix 1 Python (& Finance) Basics/26. Excursus Dynamic Typing in Python.mp4	5.20 MB
31. Appendix 1 Python (& Finance) Basics/26. Excursus Dynamic Typing in Python.srt	1.99 KB
31. Appendix 1 Python (& Finance) Basics/27. Build-in Functions.mp4	25.39 MB
31. Appendix 1 Python (& Finance) Basics/27. Build-in Functions.srt	7.72 KB
31. Appendix 1 Python (& Finance) Basics/27.1 Built_in_func.pdf	92.61 KB
31. Appendix 1 Python (& Finance) Basics/28. Integers.mp4	10.97 MB
31. Appendix 1 Python (& Finance) Basics/28. Integers.srt	3.90 KB
31. Appendix 1 Python (& Finance) Basics/29. Floats.mp4	24.33 MB
31. Appendix 1 Python (& Finance) Basics/29. Floats.srt	6.83 KB
31. Appendix 1 Python (& Finance) Basics/3. Calculate Future Values (FV) with Python Compounding.mp4	12.76 MB
31. Appendix 1 Python (& Finance) Basics/3. Calculate Future Values (FV) with Python Compounding.srt	4.30 KB
31. Appendix 1 Python (& Finance) Basics/30. How to round Floats (and Integers) with round().mp4	20.91 MB
31. Appendix 1 Python (& Finance) Basics/30. How to round Floats (and Integers) with round().srt	6.55 KB
31. Appendix 1 Python (& Finance) Basics/31. More on Lists.mp4	24.59 MB
31. Appendix 1 Python (& Finance) Basics/31. More on Lists.srt	6.48 KB
31. Appendix 1 Python (& Finance) Basics/32. Lists and Element-wise Operations.mp4	17.58 MB
31. Appendix 1 Python (& Finance) Basics/32. Lists and Element-wise Operations.srt	5.37 KB
31. Appendix 1 Python (& Finance) Basics/33. Slicing Lists.mp4	20.13 MB
31. Appendix 1 Python (& Finance) Basics/33. Slicing Lists.srt	5.02 KB
31. Appendix 1 Python (& Finance) Basics/34. Slicing Cheat Sheet.html	108 B
31. Appendix 1 Python (& Finance) Basics/34.1 Slicing_cheatsheet.pdf	105.28 KB
31. Appendix 1 Python (& Finance) Basics/35. Changing Elements in Lists.mp4	10.12 MB
31. Appendix 1 Python (& Finance) Basics/35. Changing Elements in Lists.srt	3.32 KB
31. Appendix 1 Python (& Finance) Basics/36. Sorting and Reversing Lists.mp4	13.19 MB
31. Appendix 1 Python (& Finance) Basics/36. Sorting and Reversing Lists.srt	4.48 KB
31. Appendix 1 Python (& Finance) Basics/37. Adding and removing Elements fromto Lists.mp4	38.54 MB
31. Appendix 1 Python (& Finance) Basics/37. Adding and removing Elements fromto Lists.srt	11.47 KB
31. Appendix 1 Python (& Finance) Basics/38. Mutable vs. immutable Objects (Part 1).mp4	34.50 MB
31. Appendix 1 Python (& Finance) Basics/38. Mutable vs. immutable Objects (Part 1).srt	10.31 KB
31. Appendix 1 Python (& Finance) Basics/39. Mutable vs. immutable Objects (Part 2).mp4	21.86 MB
31. Appendix 1 Python (& Finance) Basics/39. Mutable vs. immutable Objects (Part 2).srt	5.87 KB
31. Appendix 1 Python (& Finance) Basics/39.1 Python_for_Finance_Mutability.pdf	166.74 KB
31. Appendix 1 Python (& Finance) Basics/4. Calculate Present Values (FV) with Python Discounting.mp4	10.06 MB
31. Appendix 1 Python (& Finance) Basics/4. Calculate Present Values (FV) with Python Discounting.srt	3.06 KB
31. Appendix 1 Python (& Finance) Basics/40. Coding Exercise 3.mp4	53.80 MB
31. Appendix 1 Python (& Finance) Basics/40. Coding Exercise 3.srt	13.20 KB
31. Appendix 1 Python (& Finance) Basics/41. Tuples.mp4	29.79 MB
31. Appendix 1 Python (& Finance) Basics/41. Tuples.srt	8.31 KB
31. Appendix 1 Python (& Finance) Basics/42. Dictionaries.mp4	31.03 MB
31. Appendix 1 Python (& Finance) Basics/42. Dictionaries.srt	7.87 KB
31. Appendix 1 Python (& Finance) Basics/43. Intro to Strings.mp4	40.83 MB
31. Appendix 1 Python (& Finance) Basics/43. Intro to Strings.srt	9.85 KB
31. Appendix 1 Python (& Finance) Basics/44. String Replacement.mp4	17.31 MB
31. Appendix 1 Python (& Finance) Basics/44. String Replacement.srt	4.88 KB
31. Appendix 1 Python (& Finance) Basics/45. Booleans.mp4	8.89 MB
31. Appendix 1 Python (& Finance) Basics/45. Booleans.srt	2.81 KB
31. Appendix 1 Python (& Finance) Basics/46. Operators (Theory).mp4	11.70 MB
31. Appendix 1 Python (& Finance) Basics/46. Operators (Theory).srt	5.31 KB
31. Appendix 1 Python (& Finance) Basics/46.1 Operators.pdf	145.62 KB
31. Appendix 1 Python (& Finance) Basics/47. Comparison, Logical and Membership Operators in Action.mp4	35.53 MB
31. Appendix 1 Python (& Finance) Basics/47. Comparison, Logical and Membership Operators in Action.srt	9.48 KB
31. Appendix 1 Python (& Finance) Basics/48. Coding Exercise 4.mp4	42.30 MB
31. Appendix 1 Python (& Finance) Basics/48. Coding Exercise 4.srt	10.91 KB
31. Appendix 1 Python (& Finance) Basics/49. Conditional Statements.mp4	38.63 MB
31. Appendix 1 Python (& Finance) Basics/49. Conditional Statements.srt	10.52 KB
31. Appendix 1 Python (& Finance) Basics/5. Interest Rates and Returns (Theory).mp4	14.19 MB
31. Appendix 1 Python (& Finance) Basics/5. Interest Rates and Returns (Theory).srt	6.05 KB
31. Appendix 1 Python (& Finance) Basics/5.1 Interest_Rates.pdf	197.82 KB
31. Appendix 1 Python (& Finance) Basics/50. Keywords pass, continue and break.mp4	39.39 MB
31. Appendix 1 Python (& Finance) Basics/50. Keywords pass, continue and break.srt	11.58 KB
31. Appendix 1 Python (& Finance) Basics/51. Calculate a Project´s Payback Period.mp4	21.87 MB
31. Appendix 1 Python (& Finance) Basics/51. Calculate a Project´s Payback Period.srt	5.56 KB
31. Appendix 1 Python (& Finance) Basics/52. Introduction to while loops.mp4	35.65 MB
31. Appendix 1 Python (& Finance) Basics/52. Introduction to while loops.srt	8.68 KB
31. Appendix 1 Python (& Finance) Basics/53. Coding Exercise 5.html	158 B
31. Appendix 1 Python (& Finance) Basics/6. Calculate Interest Rates and Returns with Python.mp4	19.26 MB
31. Appendix 1 Python (& Finance) Basics/6. Calculate Interest Rates and Returns with Python.srt	4.85 KB
31. Appendix 1 Python (& Finance) Basics/7. Introduction to Variables.mp4	18.13 MB
31. Appendix 1 Python (& Finance) Basics/7. Introduction to Variables.srt	6.37 KB
31. Appendix 1 Python (& Finance) Basics/8. Excursus How to add inline comments.mp4	11.25 MB
31. Appendix 1 Python (& Finance) Basics/8. Excursus How to add inline comments.srt	3.52 KB
31. Appendix 1 Python (& Finance) Basics/9. Variables and Memory (Theory).mp4	5.47 MB
31. Appendix 1 Python (& Finance) Basics/9. Variables and Memory (Theory).srt	2.45 KB
31. Appendix 1 Python (& Finance) Basics/9.1 Variables.pdf	142.98 KB
32. Appendix 2 User-defined Functions (required for OOP)/1. Section Downloads.html	124 B
32. Appendix 2 User-defined Functions (required for OOP)/1.1 Appendix2_Materials.zip	3.14 KB
32. Appendix 2 User-defined Functions (required for OOP)/10. Coding Exercise 6.html	156 B
32. Appendix 2 User-defined Functions (required for OOP)/2. Defining your first user-defined Function.mp4	27.36 MB
32. Appendix 2 User-defined Functions (required for OOP)/2. Defining your first user-defined Function.srt	7.33 KB
32. Appendix 2 User-defined Functions (required for OOP)/3. What´s the difference between Positional Arguments vs. Keyword Arguments.mp4	36.34 MB
32. Appendix 2 User-defined Functions (required for OOP)/3. What´s the difference between Positional Arguments vs. Keyword Arguments.srt	7.50 KB
32. Appendix 2 User-defined Functions (required for OOP)/4. How to work with Default Arguments.mp4	28.48 MB
32. Appendix 2 User-defined Functions (required for OOP)/4. How to work with Default Arguments.srt	6.82 KB
32. Appendix 2 User-defined Functions (required for OOP)/5. The Default Argument None.mp4	26.79 MB
32. Appendix 2 User-defined Functions (required for OOP)/5. The Default Argument None.srt	7.42 KB
32. Appendix 2 User-defined Functions (required for OOP)/6. How to unpack Iterables.mp4	18.62 MB
32. Appendix 2 User-defined Functions (required for OOP)/6. How to unpack Iterables.srt	5.58 KB
32. Appendix 2 User-defined Functions (required for OOP)/7. Sequences as arguments and args.mp4	26.28 MB
32. Appendix 2 User-defined Functions (required for OOP)/7. Sequences as arguments and args.srt	6.32 KB
32. Appendix 2 User-defined Functions (required for OOP)/8. How to return many results.mp4	13.44 MB
32. Appendix 2 User-defined Functions (required for OOP)/8. How to return many results.srt	3.36 KB
32. Appendix 2 User-defined Functions (required for OOP)/9. Scope - easily explained.mp4	35.26 MB
32. Appendix 2 User-defined Functions (required for OOP)/9. Scope - easily explained.srt	10.01 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/1. Downloads for this Section.html	124 B
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/1.1 Appendix3_Materials.zip	656.29 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/10. Boolean Arrays and Conditional Filtering.mp4	18.14 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/10. Boolean Arrays and Conditional Filtering.srt	5.62 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/11. Advanced Filtering & Bitwise Operators.mp4	28.18 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/11. Advanced Filtering & Bitwise Operators.srt	7.24 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/12. Determining a Project´s Payback Period with np.where().mp4	22.54 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/12. Determining a Project´s Payback Period with np.where().srt	5.89 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/13. Creating Numpy Arrays from Scratch.mp4	37.87 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/13. Creating Numpy Arrays from Scratch.srt	6.12 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/14. Coding Exercise 7.html	158 B
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/15. How to work with nested Lists.mp4	18.24 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/15. How to work with nested Lists.srt	5.37 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/16. 2-dimensional Numpy Arrays.mp4	16.13 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/16. 2-dimensional Numpy Arrays.srt	4.63 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/17. How to slice 2-dim Numpy Arrays (Part 1).mp4	28.93 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/17. How to slice 2-dim Numpy Arrays (Part 1).srt	6.72 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/18. How to slice 2-dim Numpy Arrays (Part 2).mp4	8.75 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/18. How to slice 2-dim Numpy Arrays (Part 2).srt	2.43 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/19. Recap Changing Elements in a Numpy Array slice.mp4	16.51 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/19. Recap Changing Elements in a Numpy Array slice.srt	4.40 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/2. Modules, Packages and Libraries - No need to reinvent the Wheel.mp4	32.02 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/2. Modules, Packages and Libraries - No need to reinvent the Wheel.srt	9.01 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/20. How to perform row-wise and column-wise Operations.mp4	22.47 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/20. How to perform row-wise and column-wise Operations.srt	5.54 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/21. Coding Exercise 8.html	158 B
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/22. Intro to Tabular Data Pandas.mp4	18.08 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/22. Intro to Tabular Data Pandas.srt	5.64 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/23. Create your very first Pandas DataFrame (from csv).mp4	62.52 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/23. Create your very first Pandas DataFrame (from csv).srt	10.37 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/24. Pandas Display Options and the methods head() & tail().mp4	40.48 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/24. Pandas Display Options and the methods head() & tail().srt	7.77 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/25. First Data Inspection.mp4	56.02 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/25. First Data Inspection.srt	14.46 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/26. Coding Exercise 9.html	159 B
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/27. Selecting Columns.mp4	26.63 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/27. Selecting Columns.srt	6.54 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/28. Selecting one Column with the dot notation.mp4	8.55 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/28. Selecting one Column with the dot notation.srt	2.75 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/29. Zero-based Indexing and Negative Indexing.mp4	10.18 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/29. Zero-based Indexing and Negative Indexing.srt	3.97 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/3. Numpy Arrays.mp4	35.70 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/3. Numpy Arrays.srt	9.28 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/30. Selecting Rows with iloc (position-based indexing).mp4	65.01 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/30. Selecting Rows with iloc (position-based indexing).srt	11.52 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/31. Slicing Rows and Columns with iloc (position-based indexing).mp4	24.28 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/31. Slicing Rows and Columns with iloc (position-based indexing).srt	5.37 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/32. Position-based Indexing Cheat Sheets.html	440 B
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/32.1 pandas_iloc.pdf	72.00 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/33. Selecting Rows with loc (label-based indexing).mp4	21.32 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/33. Selecting Rows with loc (label-based indexing).srt	3.87 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/34. Slicing Rows and Columns with loc (label-based indexing).mp4	77.57 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/34. Slicing Rows and Columns with loc (label-based indexing).srt	11.64 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/35. Label-based Indexing Cheat Sheets.html	701 B
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/35.1 Pandas_loc.pdf	67.80 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/36. Summary, Best Practices and Outlook.mp4	42.02 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/36. Summary, Best Practices and Outlook.srt	7.70 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/37. Coding Exercise 10.html	159 B
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/38. First Steps with Pandas Series.mp4	18.99 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/38. First Steps with Pandas Series.srt	4.98 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/39. Analyzing Numerical Series with unique(), nunique() and value_counts().mp4	0 B
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/39. Analyzing Numerical Series with unique(), nunique() and value_counts().srt	0 B
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/4. Indexing and Slicing Numpy Arrays.mp4	13.67 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/4. Indexing and Slicing Numpy Arrays.srt	3.24 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/40. Analyzing non-numerical Series with unique(), nunique(), value_counts().mp4	0 B
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/40. Analyzing non-numerical Series with unique(), nunique(), value_counts().srt	0 B
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/41. The copy() method.mp4	20.78 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/41. The copy() method.srt	5.27 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/42. Sorting of Series and Introduction to the inplace - parameter.mp4	33.42 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/42. Sorting of Series and Introduction to the inplace - parameter.srt	11.04 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/43. First Steps with Pandas Index Objects.mp4	37.14 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/43. First Steps with Pandas Index Objects.srt	6.83 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/44. Changing Row Index with set_index() and reset_index().mp4	63.07 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/44. Changing Row Index with set_index() and reset_index().srt	11.79 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/45. Changing Column Labels.mp4	17.97 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/45. Changing Column Labels.srt	4.03 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/46. Renaming Index & Column Labels with rename().mp4	27.99 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/46. Renaming Index & Column Labels with rename().srt	4.72 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/47. Filtering DataFrames (one Condition).mp4	44.85 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/47. Filtering DataFrames (one Condition).srt	12.78 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/48. Filtering DataFrames by many Conditions (AND).mp4	21.23 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/48. Filtering DataFrames by many Conditions (AND).srt	5.34 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/49. Filtering DataFrames by many Conditions (OR).mp4	25.79 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/49. Filtering DataFrames by many Conditions (OR).srt	5.70 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/5. Vectorized Operations with Numpy Arrays.mp4	18.73 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/5. Vectorized Operations with Numpy Arrays.srt	4.59 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/50. Advanced Filtering with between(), isin() and ~.mp4	54.43 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/50. Advanced Filtering with between(), isin() and ~.srt	8.98 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/51. Intro to NA Values missing Values.mp4	38.16 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/51. Intro to NA Values missing Values.srt	11.03 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/52. Handling NA Values missing Values.mp4	56.25 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/52. Handling NA Values missing Values.srt	12.95 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/53. Exporting DataFrames to csv.mp4	10.59 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/53. Exporting DataFrames to csv.srt	2.62 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/54. Summary Statistics and Accumulations.mp4	46.93 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/54. Summary Statistics and Accumulations.srt	11.74 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/55. Visualization with Matplotlib (Intro).mp4	59.12 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/55. Visualization with Matplotlib (Intro).srt	10.77 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/56. Customization of Plots.mp4	84.12 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/56. Customization of Plots.srt	14.45 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/57. Histogramms (Part 1).mp4	20.46 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/57. Histogramms (Part 1).srt	5.40 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/58. Histogramms (Part 2).mp4	28.85 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/58. Histogramms (Part 2).srt	7.99 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/59. Scatterplots.mp4	29.46 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/59. Scatterplots.srt	8.34 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/6. Changing Elements in Numpy Arrays & Mutability.mp4	24.52 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/6. Changing Elements in Numpy Arrays & Mutability.srt	6.65 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/6.1 Mutability_arrays.pdf	121.74 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/60. First Steps with Seaborn.mp4	18.25 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/60. First Steps with Seaborn.srt	6.88 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/61. Categorical Seaborn Plots.mp4	70.72 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/61. Categorical Seaborn Plots.srt	16.75 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/62. Seaborn Regression Plots.mp4	66.52 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/62. Seaborn Regression Plots.srt	14.25 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/63. Seaborn Heatmaps.mp4	35.71 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/63. Seaborn Heatmaps.srt	10.32 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/64. Removing Columns.mp4	29.62 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/64. Removing Columns.srt	6.19 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/65. Introduction to GroupBy Operations.mp4	8.09 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/65. Introduction to GroupBy Operations.srt	2.69 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/66. Understanding the GroupBy Object.mp4	39.43 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/66. Understanding the GroupBy Object.srt	10.04 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/67. Splitting with many Keys.mp4	42.24 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/67. Splitting with many Keys.srt	8.30 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/68. split-apply-combine.mp4	40.10 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/68. split-apply-combine.srt	12.17 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4	19.26 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.srt	5.78 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/7.1 Slicing_arrays.pdf	122.52 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/8. Numpy Array Methods and Attributes.mp4	21.98 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/8. Numpy Array Methods and Attributes.srt	6.27 KB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/9. Numpy Universal Functions.mp4	17.77 MB
33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course/9. Numpy Universal Functions.srt	4.76 KB
34. What´s next (outlook and additional resources)/1. Bonus Lecture.html	12.02 KB
4. FOREX Day Trading with FXCM/1. FXCM at a first glance.mp4	67.52 MB
4. FOREX Day Trading with FXCM/1. FXCM at a first glance.srt	7.09 KB
4. FOREX Day Trading with FXCM/2. How to create an Account.mp4	53.89 MB
4. FOREX Day Trading with FXCM/2. How to create an Account.srt	7.43 KB
4. FOREX Day Trading with FXCM/3. Example Trade Buying EURUSD.mp4	24.42 MB
4. FOREX Day Trading with FXCM/3. Example Trade Buying EURUSD.srt	3.43 KB
4. FOREX Day Trading with FXCM/4. Trade Analysis.mp4	18.81 MB
4. FOREX Day Trading with FXCM/4. Trade Analysis.srt	3.96 KB
4. FOREX Day Trading with FXCM/4.1 Long_EUR_fxcm.xlsx	26.34 KB
4. FOREX Day Trading with FXCM/5. Charting.mp4	13.70 MB
4. FOREX Day Trading with FXCM/5. Charting.srt	1.50 KB
4. FOREX Day Trading with FXCM/6. Closing Positions vs. Hedging Positions.mp4	18.49 MB
4. FOREX Day Trading with FXCM/6. Closing Positions vs. Hedging Positions.srt	2.56 KB
4. FOREX Day Trading with FXCM/7. Order Types at a glance.mp4	27.53 MB
4. FOREX Day Trading with FXCM/7. Order Types at a glance.srt	3.97 KB
4. FOREX Day Trading with FXCM/8. Trading Challenge.html	511 B
5. Installing Python and Jupyter Notebooks/1. Introduction.mp4	8.91 MB
5. Installing Python and Jupyter Notebooks/1. Introduction.srt	2.08 KB
5. Installing Python and Jupyter Notebooks/2. Download and Install Anaconda.mp4	60.88 MB
5. Installing Python and Jupyter Notebooks/2. Download and Install Anaconda.srt	9.04 KB
5. Installing Python and Jupyter Notebooks/3. How to open Jupyter Notebooks.mp4	50.92 MB
5. Installing Python and Jupyter Notebooks/3. How to open Jupyter Notebooks.srt	11.17 KB
5. Installing Python and Jupyter Notebooks/4. How to work with Jupyter Notebooks.mp4	53.46 MB
5. Installing Python and Jupyter Notebooks/4. How to work with Jupyter Notebooks.srt	17.55 KB
5. Installing Python and Jupyter Notebooks/5. Tips for Python Beginners.mp4	6.20 MB
5. Installing Python and Jupyter Notebooks/5. Tips for Python Beginners.srt	1.42 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/1. Introduction.mp4	17.15 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/1. Introduction.srt	3.70 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/10. Getting help on StackOverflow.com.mp4	39.52 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/10. Getting help on StackOverflow.com.srt	7.40 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/11. How to traceback more complex Errors.mp4	96.84 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/11. How to traceback more complex Errors.srt	11.48 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/12. Problems with the Python Installation.mp4	34.00 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/12. Problems with the Python Installation.srt	7.41 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/13. External Factors and Issues.mp4	17.43 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/13. External Factors and Issues.srt	5.22 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/14. Errors related to the course content (Transcription Errors).mp4	16.40 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/14. Errors related to the course content (Transcription Errors).srt	5.12 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/15. Summary and Debugging Flow-Chart.mp4	26.36 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/15. Summary and Debugging Flow-Chart.srt	8.73 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/2. Test your debugging skills!.mp4	58.59 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/2. Test your debugging skills!.srt	11.65 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/3. Major reasons for Coding Errors.mp4	5.39 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/3. Major reasons for Coding Errors.srt	1.49 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/4. The most commonly made Errors at a glance.mp4	35.49 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/4. The most commonly made Errors at a glance.srt	6.70 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/5. Omitting cells, changing the sequence and more.mp4	50.01 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/5. Omitting cells, changing the sequence and more.srt	8.11 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/6. IndexErrors.mp4	31.09 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/6. IndexErrors.srt	5.29 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/7. Indentation Errors.mp4	12.21 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/7. Indentation Errors.srt	4.19 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/8. Misuse of function names and keywords.mp4	12.37 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/8. Misuse of function names and keywords.srt	3.16 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/9. TypeErrors and ValueErrors.mp4	16.75 MB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/9. TypeErrors and ValueErrors.srt	4.32 KB
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/GetFreeCourses.Co.url	116 B
6. Excursus How to avoid and debug Coding Errors (don´t skip!)/How you can help GetFreeCourses.Co.txt	182 B
7. Trading with Python and OANDAFXCM - an Introduction/1. How to maximize your learning experience.html	203 B
7. Trading with Python and OANDAFXCM - an Introduction/10. OANDA How to place Orders and execute Trades.mp4	85.46 MB
7. Trading with Python and OANDAFXCM - an Introduction/10. OANDA How to place Orders and execute Trades.srt	10.42 KB
7. Trading with Python and OANDAFXCM - an Introduction/11. Trading Challenge.html	446 B
7. Trading with Python and OANDAFXCM - an Introduction/12. FXCM Commands to install required packages.html	626 B
7. Trading with Python and OANDAFXCM - an Introduction/13. FXCM How to install the FXCM API Wrapper.mp4	32.54 MB
7. Trading with Python and OANDAFXCM - an Introduction/13. FXCM How to install the FXCM API Wrapper.srt	3.52 KB
7. Trading with Python and OANDAFXCM - an Introduction/14. FXCM Getting the Access Token & other Preparations.mp4	21.07 MB
7. Trading with Python and OANDAFXCM - an Introduction/14. FXCM Getting the Access Token & other Preparations.srt	3.36 KB
7. Trading with Python and OANDAFXCM - an Introduction/14.1 FXCM_firststeps.zip	1.48 KB
7. Trading with Python and OANDAFXCM - an Introduction/15. FXCM Connecting to the APIServer.mp4	42.81 MB
7. Trading with Python and OANDAFXCM - an Introduction/15. FXCM Connecting to the APIServer.srt	8.08 KB
7. Trading with Python and OANDAFXCM - an Introduction/16. Troubleshooting FXCM Server Connection Issues.html	4.04 KB
7. Trading with Python and OANDAFXCM - an Introduction/17. FXCM How to load Historical Price Data (Part 1).mp4	51.78 MB
7. Trading with Python and OANDAFXCM - an Introduction/17. FXCM How to load Historical Price Data (Part 1).srt	6.85 KB
7. Trading with Python and OANDAFXCM - an Introduction/18. FXCM How to load Historical Price Data (Part 2).mp4	43.26 MB
7. Trading with Python and OANDAFXCM - an Introduction/18. FXCM How to load Historical Price Data (Part 2).srt	5.24 KB
7. Trading with Python and OANDAFXCM - an Introduction/19. FXCM Streaming high-frequency real-time Data.mp4	47.68 MB
7. Trading with Python and OANDAFXCM - an Introduction/19. FXCM Streaming high-frequency real-time Data.srt	7.20 KB
7. Trading with Python and OANDAFXCM - an Introduction/2. Overview.mp4	4.52 MB
7. Trading with Python and OANDAFXCM - an Introduction/2. Overview.srt	1.33 KB
7. Trading with Python and OANDAFXCM - an Introduction/20. FXCM How to place Orders and execute Trades.mp4	45.97 MB
7. Trading with Python and OANDAFXCM - an Introduction/20. FXCM How to place Orders and execute Trades.srt	7.79 KB
7. Trading with Python and OANDAFXCM - an Introduction/21. Trading Challenge.html	445 B
7. Trading with Python and OANDAFXCM - an Introduction/3. OANDA Commands to install required packages.html	409 B
7. Trading with Python and OANDAFXCM - an Introduction/4. OANDA How to install the OANDA API Wrapper.mp4	28.38 MB
7. Trading with Python and OANDAFXCM - an Introduction/4. OANDA How to install the OANDA API Wrapper.srt	3.65 KB
7. Trading with Python and OANDAFXCM - an Introduction/5. OANDA Getting the API Key & other Preparations.mp4	31.49 MB
7. Trading with Python and OANDAFXCM - an Introduction/5. OANDA Getting the API Key & other Preparations.srt	5.74 KB
7. Trading with Python and OANDAFXCM - an Introduction/5.1 Oanda_firststeps.zip	1.23 KB
7. Trading with Python and OANDAFXCM - an Introduction/6. OANDA Connecting to the APIServer.mp4	48.32 MB
7. Trading with Python and OANDAFXCM - an Introduction/6. OANDA Connecting to the APIServer.srt	8.17 KB
7. Trading with Python and OANDAFXCM - an Introduction/7. OANDA How to load Historical Price Data (Part 1).mp4	57.36 MB
7. Trading with Python and OANDAFXCM - an Introduction/7. OANDA How to load Historical Price Data (Part 1).srt	8.30 KB
7. Trading with Python and OANDAFXCM - an Introduction/8. OANDA How to load Historical Price Data (Part 2).mp4	33.46 MB
7. Trading with Python and OANDAFXCM - an Introduction/8. OANDA How to load Historical Price Data (Part 2).srt	4.03 KB
7. Trading with Python and OANDAFXCM - an Introduction/9. OANDA Streaming high-frequency real-time Data.mp4	25.80 MB
7. Trading with Python and OANDAFXCM - an Introduction/9. OANDA Streaming high-frequency real-time Data.srt	4.00 KB
8. Conclusion and Outlook/1. Conclusion and Outlook.mp4	3.95 MB
8. Conclusion and Outlook/1. Conclusion and Outlook.srt	928 B
9. +++ PART 2 Pandas for Financial Data Analysis and Introduction to OOP +++/1. Introduction and Downloads Part 2.mp4	17.93 MB
9. +++ PART 2 Pandas for Financial Data Analysis and Introduction to OOP +++/1. Introduction and Downloads Part 2.srt	3.32 KB
9. +++ PART 2 Pandas for Financial Data Analysis and Introduction to OOP +++/1.1 Part2_Materials.zip	1.85 MB
Download Paid Udemy Courses For Free.url	116 B
GetFreeCourses.Co.url	116 B
How you can help GetFreeCourses.Co.txt	182 B

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