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Algorithmic Trading A-Z with Python, Machine Learning & AWS

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1. Getting Started

1. What is Algorithmic Trading Course Overview.mp4	MP4	38.27 MB
1. What is Algorithmic Trading Course Overview.srt	SRT	6.13 KB
1.1 Overview.pdf	PDF	476.76 KB
2. How to get the best out of this course.mp4	MP4	37.57 MB
2. How to get the best out of this course.srt	SRT	6.89 KB
3. Did you know... (what Data can tell us about Day Trading).mp4	MP4	39.24 MB
3. Did you know... (what Data can tell us about Day Trading).srt	SRT	5.43 KB
3.1 did_you_know.pdf	PDF	429.34 KB
4. Test your knowledge.html	HTML	203 B
5. Student FAQ.html	HTML	10.09 KB
6. LEGAL DISCLAIMER (MUST READ!) .html	HTML	2.56 KB

10. Introduction to Time Series Data in Pandas

1. Importing Time Series Data from csv-files.mp4	MP4	34.42 MB
1. Importing Time Series Data from csv-files.srt	SRT	9.93 KB
2. Converting strings to datetime objects with pd.to_datetime().mp4	MP4	48.85 MB
2. Converting strings to datetime objects with pd.to_datetime().srt	SRT	11.12 KB
3. Indexing and Slicing Time Series.mp4	MP4	40.63 MB
3. Indexing and Slicing Time Series.srt	SRT	8.14 KB
4. Downsampling Time Series with resample().mp4	MP4	72.18 MB
4. Downsampling Time Series with resample().srt	SRT	16.73 KB
5. Coding Exercise 1.mp4	MP4	35.91 MB
5. Coding Exercise 1.srt	SRT	5.81 KB

11. Financial Data Analysis with Pandas - an Introduction

1. Getting Ready (Installing required library).mp4	MP4	18.34 MB
1. Getting Ready (Installing required library).srt	SRT	2.53 KB
10. Coding Exercise 2.html	HTML	158 B
11. Simple Returns vs. Log Returns.mp4	MP4	32.65 MB
11. Simple Returns vs. Log Returns.srt	SRT	11.09 KB
12. Importing Financial Data from Excel.mp4	MP4	80.7 MB
12. Importing Financial Data from Excel.srt	SRT	13.89 KB
13. Simple Moving Averages (SMA) with rolling().mp4	MP4	40.98 MB
13. Simple Moving Averages (SMA) with rolling().srt	SRT	10.89 KB
14. Momentum Trading Strategies with SMAs.mp4	MP4	33.01 MB
14. Momentum Trading Strategies with SMAs.srt	SRT	8.7 KB
15. Exponentially-weighted Moving Averages (EWMA).mp4	MP4	23.79 MB
15. Exponentially-weighted Moving Averages (EWMA).srt	SRT	5.63 KB
16. Merging Aligning Financial Time Series (hands-on).mp4	MP4	25.9 MB
16. Merging Aligning Financial Time Series (hands-on).srt	SRT	6.01 KB
2. Importing Stock Price Data from Yahoo Finance.mp4	MP4	58.5 MB
2. Importing Stock Price Data from Yahoo Finance.srt	SRT	10.2 KB
3. Initial Inspection and Visualization.mp4	MP4	36.34 MB
3. Initial Inspection and Visualization.srt	SRT	6.06 KB
4. Normalizing Time Series to a Base Value (100).mp4	MP4	37.36 MB
4. Normalizing Time Series to a Base Value (100).srt	SRT	7.66 KB
5. The shift() method.mp4	MP4	29.49 MB
5. The shift() method.srt	SRT	8.69 KB
6. The methods diff() and pct_change().mp4	MP4	32.71 MB
6. The methods diff() and pct_change().srt	SRT	8.36 KB
7. Measuring Stock Performance with MEAN Returns and STD of Returns.mp4	MP4	34.87 MB
7. Measuring Stock Performance with MEAN Returns and STD of Returns.srt	SRT	10.77 KB
8. Financial Time Series - Return and Risk.mp4	MP4	44.93 MB
8. Financial Time Series - Return and Risk.srt	SRT	10.35 KB
9. Financial Time Series - Covariance and Correlation.mp4	MP4	21.04 MB
9. Financial Time Series - Covariance and Correlation.srt	SRT	5.51 KB

12. Advanced Topics

1. Helpful DatetimeIndex Attributes and Methods.mp4	MP4	37.38 MB
1. Helpful DatetimeIndex Attributes and Methods.srt	SRT	7.22 KB
2. Filling NA Values with bfill, ffill and interpolation.mp4	MP4	68.43 MB
2. Filling NA Values with bfill, ffill and interpolation.srt	SRT	11.98 KB
3. Timezones and Converting (Part 1).mp4	MP4	29.36 MB
3. Timezones and Converting (Part 1).srt	SRT	5.37 KB
4. Timezones and Converting (Part 2).mp4	MP4	36.91 MB
4. Timezones and Converting (Part 2).srt	SRT	5.53 KB

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

1. Introduction to OOP and examples for Classes.mp4	MP4	63.75 MB
1. Introduction to OOP and examples for Classes.srt	SRT	12.26 KB
1.1 OOP.pdf	PDF	479.5 KB
10. The method set_ticker().mp4	MP4	25.15 MB
10. The method set_ticker().srt	SRT	3.43 KB
11. Adding more methods and performance metrics.mp4	MP4	45.38 MB
11. Adding more methods and performance metrics.srt	SRT	6.49 KB
12. Inheritance.mp4	MP4	78.88 MB
12. Inheritance.srt	SRT	9.35 KB
13. Inheritance and the super() Function.mp4	MP4	53.87 MB
13. Inheritance and the super() Function.srt	SRT	7.12 KB
14. Adding meaningful Docstrings.mp4	MP4	50.03 MB
14. Adding meaningful Docstrings.srt	SRT	7.38 KB
15. Creating and Importing Python Modules (.py).mp4	MP4	20.8 MB
15. Creating and Importing Python Modules (.py).srt	SRT	4.25 KB
16. Coding Exercise 3 Create your own Class.mp4	MP4	37.05 MB
16. Coding Exercise 3 Create your own Class.srt	SRT	8.12 KB
2. The Financial Analysis Class live in action (Part 1).mp4	MP4	27.26 MB
2. The Financial Analysis Class live in action (Part 1).srt	SRT	5.24 KB
3. The Financial Analysis Class live in action (Part 2).mp4	MP4	19.75 MB
3. The Financial Analysis Class live in action (Part 2).srt	SRT	4.05 KB
4. The special method __init__().mp4	MP4	35.03 MB
4. The special method __init__().srt	SRT	9.03 KB
5. The method get_data().mp4	MP4	42.74 MB
5. The method get_data().srt	SRT	6.78 KB
6. The method log_returns().mp4	MP4	22.98 MB
6. The method log_returns().srt	SRT	3.51 KB
7. String representation and the special method __repr__().mp4	MP4	22.13 MB
7. String representation and the special method __repr__().srt	SRT	3.89 KB
8. The methods plot_prices() and plot_returns().mp4	MP4	34.11 MB
8. The methods plot_prices() and plot_returns().srt	SRT	5.87 KB
9. Encapsulation and protected Attributes.mp4	MP4	24.06 MB
9. Encapsulation and protected Attributes.srt	SRT	4.37 KB

14. +++ PART 3 Defining and Testing Trading Strategies +++

1. Introduction to Part 3.mp4	MP4	41.33 MB
1. Introduction to Part 3.srt	SRT	7.97 KB
2. Trading Strategies - an Overview.mp4	MP4	46.94 MB
2. Trading Strategies - an Overview.srt	SRT	7.88 KB
2.1 strategy_overview.pdf	PDF	401.07 KB
3. Downloads for Part 3.html	HTML	123 B
3.1 Part3_Materials.zip	ZIP	2.24 MB
4. Getting the Data.mp4	MP4	20.26 MB
4. Getting the Data.srt	SRT	4.54 KB
5. A simple Buy and Hold Strategy.mp4	MP4	26.11 MB
5. A simple Buy and Hold Strategy.srt	SRT	5.88 KB
6. Performance Metrics.mp4	MP4	38.07 MB
6. Performance Metrics.srt	SRT	7.36 KB

15. Defining and Backtesting SMA Strategies

1. SMA Crossover Strategies - Overview.mp4	MP4	44.01 MB
1. SMA Crossover Strategies - Overview.srt	SRT	5.64 KB
10. Creating the Class (Part 5).mp4	MP4	21.08 MB
10. Creating the Class (Part 5).srt	SRT	3.16 KB
11. Creating the Class (Part 6).mp4	MP4	36.35 MB
11. Creating the Class (Part 6).srt	SRT	5.4 KB
12. Creating the Class (Part 7).mp4	MP4	25.1 MB
12. Creating the Class (Part 7).srt	SRT	3.14 KB
13. Creating the Class (Part 8).mp4	MP4	32.75 MB
13. Creating the Class (Part 8).srt	SRT	5.14 KB
2. Defining an SMA Crossover Strategy.mp4	MP4	43.69 MB
2. Defining an SMA Crossover Strategy.srt	SRT	7.7 KB
3. Vectorized Strategy Backtesting.mp4	MP4	58.33 MB
3. Vectorized Strategy Backtesting.srt	SRT	9.54 KB
4. Finding the optimal SMA Strategy.mp4	MP4	82.77 MB
4. Finding the optimal SMA Strategy.srt	SRT	12.6 KB
5. Generalization with OOP An SMA Backtesting Class in action.mp4	MP4	73.61 MB
5. Generalization with OOP An SMA Backtesting Class in action.srt	SRT	11.36 KB
6. Creating the Class (Part 1).mp4	MP4	20.26 MB
6. Creating the Class (Part 1).srt	SRT	3.85 KB
7. Creating the Class (Part 2).mp4	MP4	65.52 MB
7. Creating the Class (Part 2).srt	SRT	8.25 KB
8. Creating the Class (Part 3).mp4	MP4	39.38 MB
8. Creating the Class (Part 3).srt	SRT	7.31 KB
9. Creating the Class (Part 4).mp4	MP4	38.46 MB
9. Creating the Class (Part 4).srt	SRT	5.49 KB

16. Defining and Backtesting simple MomentumContrarian Strategies

1. Simple ContrarianMomentum Strategies - Overview.mp4	MP4	19.97 MB
1. Simple ContrarianMomentum Strategies - Overview.srt	SRT	4.39 KB
2. Getting the Data.mp4	MP4	15.39 MB
2. Getting the Data.srt	SRT	2.88 KB
3. Excursus Your FAQs answered.mp4	MP4	31.16 MB
3. Excursus Your FAQs answered.srt	SRT	5.09 KB
4. Defining a simple Contrarian Strategy.mp4	MP4	21.46 MB
4. Defining a simple Contrarian Strategy.srt	SRT	3.8 KB
5. Vectorized Strategy Backtesting.mp4	MP4	28.93 MB
5. Vectorized Strategy Backtesting.srt	SRT	4.79 KB
6. Changing the Window Parameter.mp4	MP4	39.18 MB
6. Changing the Window Parameter.srt	SRT	6.1 KB
7. Trades and Trading Costs (Part 1).mp4	MP4	59.04 MB
7. Trades and Trading Costs (Part 1).srt	SRT	10.02 KB
8. Trades and Trading Costs (Part 2).mp4	MP4	21.94 MB
8. Trades and Trading Costs (Part 2).srt	SRT	3.43 KB
9. Generalization with OOP A Contrarian Backtesting Class in action.mp4	MP4	60.65 MB
9. Generalization with OOP A Contrarian Backtesting Class in action.srt	SRT	8.84 KB

17. Defining and Backtesting Mean-Reversion Strategies (Bollinger)

1. Mean-Reversion Strategies - Overview.mp4	MP4	51.41 MB
1. Mean-Reversion Strategies - Overview.srt	SRT	6.54 KB
2. Getting the Data.mp4	MP4	11.62 MB
2. Getting the Data.srt	SRT	2.21 KB
3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).mp4	MP4	29.79 MB
3. Defining a Bollinger Bands Mean-Reversion Strategy (Part 1).srt	SRT	4.99 KB
4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).mp4	MP4	70.65 MB
4. Defining a Bollinger Bands Mean-Reversion Strategy (Part 2).srt	SRT	10.09 KB
5. Vectorized Strategy Backtesting.mp4	MP4	40.2 MB
5. Vectorized Strategy Backtesting.srt	SRT	6.39 KB

18. Trading Strategies powered by Machine Learning - Regression

1. Machine Learning - an Overview.mp4	MP4	42.53 MB
1. Machine Learning - an Overview.srt	SRT	7.89 KB
1.1 ML.pdf	PDF	492.27 KB
10. In-Sample Backtesting and the Look-ahead-bias.mp4	MP4	20.18 MB
10. In-Sample Backtesting and the Look-ahead-bias.srt	SRT	4.6 KB
11. Out-Sample Forward Testing.mp4	MP4	30.44 MB
11. Out-Sample Forward Testing.srt	SRT	4.9 KB
2. Linear Regression with scikit-learn - a simple Introduction.mp4	MP4	48.3 MB
2. Linear Regression with scikit-learn - a simple Introduction.srt	SRT	9.18 KB
3. Making Predictions with Linear Regression.mp4	MP4	16.24 MB
3. Making Predictions with Linear Regression.srt	SRT	3.78 KB
4. Overfitting.mp4	MP4	38.4 MB
4. Overfitting.srt	SRT	7.3 KB
5. Underfitting.mp4	MP4	23.56 MB
5. Underfitting.srt	SRT	4.49 KB
6. Getting the Data.mp4	MP4	9.5 MB
6. Getting the Data.srt	SRT	1.83 KB
7. A simple Linear Model to predict Financial Returns (Part 1).mp4	MP4	17.79 MB
7. A simple Linear Model to predict Financial Returns (Part 1).srt	SRT	3.99 KB
8. A simple Linear Model to predict Financial Returns (Part 2).mp4	MP4	42.74 MB
8. A simple Linear Model to predict Financial Returns (Part 2).srt	SRT	7.4 KB
9. A Multiple Regression Model to predict Financial Returns.mp4	MP4	36.68 MB
9. A Multiple Regression Model to predict Financial Returns.srt	SRT	6.5 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

19. Trading Strategies powered by Machine Learning - Classification

3. Getting and Preparing the Data.mp4	MP4	17.03 MB
3. Getting and Preparing the Data.srt	SRT	3.52 KB
4. Predicting Market Direction with Logistic Regression.mp4	MP4	27.44 MB
4. Predicting Market Direction with Logistic Regression.srt	SRT	3.85 KB
5. In-Sample Backtesting and the Look-ahead-bias.mp4	MP4	14.19 MB
5. In-Sample Backtesting and the Look-ahead-bias.srt	SRT	2.88 KB
6. Out-Sample Forward Testing.mp4	MP4	20.11 MB
6. Out-Sample Forward Testing.srt	SRT	3.58 KB
8. The Classification Backtesting Class explained (Part 1).mp4	MP4	54.45 MB
8. The Classification Backtesting Class explained (Part 1).srt	SRT	8.13 KB
9. The Classification Backtesting Class explained (Part 2).mp4	MP4	35.22 MB
9. The Classification Backtesting Class explained (Part 2).srt	SRT	4.88 KB

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

1. Our very first Trade.mp4	MP4	13.9 MB
1. Our very first Trade.srt	SRT	2.14 KB
2. Long Term Investing vs. (Algorithmic) Day Trading.mp4	MP4	30.9 MB
2. Long Term Investing vs. (Algorithmic) Day Trading.srt	SRT	5.56 KB
2.1 Trading_vs_investing.pdf	PDF	529.76 KB
3. Spot Trading vs. Derivatives Trading (Part 1).mp4	MP4	57.79 MB
3. Spot Trading vs. Derivatives Trading (Part 1).srt	SRT	10 KB
3.1 Spot_vs_Futures.pdf	PDF	253.73 KB
4. Spot Trading vs. Derivatives Trading (Part 2).mp4	MP4	67.47 MB
4. Spot Trading vs. Derivatives Trading (Part 2).srt	SRT	10.19 KB
5. Overview & the Brokers OANDA and FXCM.mp4	MP4	30.27 MB
5. Overview & the Brokers OANDA and FXCM.srt	SRT	5.98 KB
5.1 Brokers.pdf	PDF	553.71 KB

20. Advanced Backtesting Techniques

1. Introduction to Iterative Backtesting (event-driven).mp4	MP4	30.12 MB
1. Introduction to Iterative Backtesting (event-driven).srt	SRT	5.01 KB
1.1 Event_Driven_BT.pdf	PDF	385.67 KB
10. Creating an Iterative Base Class (Part 7).mp4	MP4	50.4 MB
10. Creating an Iterative Base Class (Part 7).srt	SRT	7.5 KB
11. Creating an Iterative Base Class (Part 8).mp4	MP4	56.36 MB
11. Creating an Iterative Base Class (Part 8).srt	SRT	6.97 KB
12. Adding the Iterative Backtest Child Class for SMA (Part 1).mp4	MP4	53.08 MB
12. Adding the Iterative Backtest Child Class for SMA (Part 1).srt	SRT	6.5 KB
13. Adding the Iterative Backtest Child Class for SMA (Part 2).mp4	MP4	78.37 MB
13. Adding the Iterative Backtest Child Class for SMA (Part 2).srt	SRT	9.92 KB
14. Using Modules and adding Docstrings.mp4	MP4	38.88 MB
14. Using Modules and adding Docstrings.srt	SRT	5.6 KB
15. OOP Challenge Add Contrarian and Bollinger Strategies.mp4	MP4	65.82 MB
15. OOP Challenge Add Contrarian and Bollinger Strategies.srt	SRT	7.93 KB
2. A first Intuition on Iterative Backtesting (Part 1).mp4	MP4	34.82 MB
2. A first Intuition on Iterative Backtesting (Part 1).srt	SRT	6.78 KB
3. A first Intuition on Iterative Backtesting (Part 2).mp4	MP4	38.02 MB
3. A first Intuition on Iterative Backtesting (Part 2).srt	SRT	5.78 KB
4. Creating an Iterative Base Class (Part 1).mp4	MP4	27.18 MB
4. Creating an Iterative Base Class (Part 1).srt	SRT	5.16 KB
5. Creating an Iterative Base Class (Part 2).mp4	MP4	16.92 MB
5. Creating an Iterative Base Class (Part 2).srt	SRT	2.91 KB
6. Creating an Iterative Base Class (Part 3).mp4	MP4	15.15 MB
6. Creating an Iterative Base Class (Part 3).srt	SRT	2.69 KB
7. Creating an Iterative Base Class (Part 4).mp4	MP4	49.37 MB
7. Creating an Iterative Base Class (Part 4).srt	SRT	8.05 KB
8. Creating an Iterative Base Class (Part 5).mp4	MP4	39.36 MB
8. Creating an Iterative Base Class (Part 5).srt	SRT	6.14 KB
9. Creating an Iterative Base Class (Part 6).mp4	MP4	33.79 MB
9. Creating an Iterative Base Class (Part 6).srt	SRT	4.7 KB

21. +++ PART 4 Real-time Implementation and Automation of Strategies +++

1. Introduction and Overview.mp4	MP4	10.78 MB
1. Introduction and Overview.srt	SRT	2.17 KB
2. Downloads for Part 4.html	HTML	123 B
2.1 Part4_Materials.zip	ZIP	736.39 KB

22. Implementation and Automation with OANDA (UPDATED!)

1. Updating the Wrapper Package (Part 1).html	HTML	359 B
10. Storing and resampling real-time tick data (Part 4).mp4	MP4	64.12 MB
10. Storing and resampling real-time tick data (Part 4).srt	SRT	8.8 KB
11. Storing and resampling real-time tick data (Part 5).mp4	MP4	30.87 MB
11. Storing and resampling real-time tick data (Part 5).srt	SRT	4.44 KB
12. Working with historical data and real-time tick data (Part 1).mp4	MP4	49.43 MB
12. Working with historical data and real-time tick data (Part 1).srt	SRT	9.23 KB
13. Working with historical data and real-time tick data (Part 2).mp4	MP4	49.06 MB
13. Working with historical data and real-time tick data (Part 2).srt	SRT	7.19 KB
14. Working with historical data and real-time tick data (Part 3).mp4	MP4	30.04 MB
14. Working with historical data and real-time tick data (Part 3).srt	SRT	4.07 KB
15. Defining a simple Contrarian Strategy.mp4	MP4	51.66 MB
15. Defining a simple Contrarian Strategy.srt	SRT	6.61 KB
16. Placing Orders and Executing Trades.mp4	MP4	57.49 MB
16. Placing Orders and Executing Trades.srt	SRT	6.69 KB
17. Trade Monitoring and Reporting.mp4	MP4	84.56 MB
17. Trade Monitoring and Reporting.srt	SRT	9.2 KB
18. Trading other Strategies - Coding Challenge.mp4	MP4	12.56 MB
18. Trading other Strategies - Coding Challenge.srt	SRT	2.09 KB
19. Implementing an SMA Crossover Strategy (Solution).mp4	MP4	37.04 MB
19. Implementing an SMA Crossover Strategy (Solution).srt	SRT	4.25 KB
2. Updating the Wrapper Package (Part 2).mp4	MP4	25.41 MB
2. Updating the Wrapper Package (Part 2).srt	SRT	3.27 KB
20. Implementing a Bollinger Bands Strategy (Solution).mp4	MP4	30.4 MB
20. Implementing a Bollinger Bands Strategy (Solution).srt	SRT	3.34 KB
21. Machine Learning Strategies (1) - Model Fitting.mp4	MP4	33.75 MB
21. Machine Learning Strategies (1) - Model Fitting.srt	SRT	6.41 KB
22. Machine Learning Strategies (2) - Implementation.mp4	MP4	61.58 MB
22. Machine Learning Strategies (2) - Implementation.srt	SRT	7.28 KB
23. Importing a Trader Module Class.mp4	MP4	19.19 MB
23. Importing a Trader Module Class.srt	SRT	2.87 KB
24. Excursus Printing all ticks in a Command PromptTerminal.html	HTML	533 B
25. Running a Python Trader Script.mp4	MP4	58.72 MB
25. Running a Python Trader Script.srt	SRT	7.2 KB
3. Weekend and Bank Holiday Alert.html	HTML	381 B
4. Historical Data, real-time Data and Orders (Recap).mp4	MP4	72.76 MB
4. Historical Data, real-time Data and Orders (Recap).srt	SRT	9.92 KB
5. Preview A Trader Class live in action.mp4	MP4	47.96 MB
5. Preview A Trader Class live in action.srt	SRT	5.79 KB
6. How to collect and store real-time tick data.mp4	MP4	40.41 MB
6. How to collect and store real-time tick data.srt	SRT	6.29 KB
7. Storing and resampling real-time tick data (Part 1).mp4	MP4	59.83 MB
7. Storing and resampling real-time tick data (Part 1).srt	SRT	8.6 KB
8. Storing and resampling real-time tick data (Part 2).mp4	MP4	45.99 MB
8. Storing and resampling real-time tick data (Part 2).srt	SRT	5.73 KB
9. Storing and resampling real-time tick data (Part 3).mp4	MP4	32.13 MB
9. Storing and resampling real-time tick data (Part 3).srt	SRT	5.24 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

23. Implementation and Automation with FXCM (Updated!)

1. Weekend and Bank Holiday Alert.html	HTML	381 B
10. Working with historical data and real-time tick data (Part 1).mp4	MP4	34.52 MB
10. Working with historical data and real-time tick data (Part 1).srt	SRT	6.72 KB
11. Working with historical data and real-time tick data (Part 2).mp4	MP4	49.57 MB
11. Working with historical data and real-time tick data (Part 2).srt	SRT	6.27 KB
12. Working with historical data and real-time tick data (Part 3).mp4	MP4	29.94 MB
12. Working with historical data and real-time tick data (Part 3).srt	SRT	3.98 KB
13. Defining a Simple Contrarian Trading Strategy.mp4	MP4	42.25 MB
13. Defining a Simple Contrarian Trading Strategy.srt	SRT	5.48 KB
14. Placing Orders and Executing Trades.mp4	MP4	58.21 MB
14. Placing Orders and Executing Trades.srt	SRT	8.3 KB
15. Trade Monitoring and Reporting.mp4	MP4	56.16 MB
15. Trade Monitoring and Reporting.srt	SRT	6.71 KB
16. Trading other Strategies - Coding Challenge.mp4	MP4	14.07 MB
16. Trading other Strategies - Coding Challenge.srt	SRT	2.19 KB
17. SMA Crossover and Bollinger Bands (Solution).mp4	MP4	41.79 MB
17. SMA Crossover and Bollinger Bands (Solution).srt	SRT	4.83 KB
18. Machine Learning Strategies (1) - Model Fitting.mp4	MP4	33.86 MB
18. Machine Learning Strategies (1) - Model Fitting.srt	SRT	6.41 KB
19. Machine Learning Strategies (2) - Implementation.mp4	MP4	53.91 MB
19. Machine Learning Strategies (2) - Implementation.srt	SRT	6.14 KB
2. Historical Data, real-time Data and Orders (Recap).mp4	MP4	65.82 MB
2. Historical Data, real-time Data and Orders (Recap).srt	SRT	10.42 KB
20. Excursus Printing all ticks in a Command PromptTerminal.html	HTML	533 B
21. Running a Python Script.mp4	MP4	47.66 MB
21. Running a Python Script.srt	SRT	6.88 KB
3. Troubleshooting FXCM Server Connection Issues.html	HTML	4.04 KB
4. Preview A Trader Class live in action.mp4	MP4	50.8 MB
4. Preview A Trader Class live in action.srt	SRT	6.21 KB
5. Collecting and storing real-time tick data.mp4	MP4	53.99 MB
5. Collecting and storing real-time tick data.srt	SRT	7.92 KB
6. Storing and resampling real-time tick data (Part 1).mp4	MP4	64.55 MB
6. Storing and resampling real-time tick data (Part 1).srt	SRT	9.07 KB
7. A Trader Class.mp4	MP4	39.47 MB
7. A Trader Class.srt	SRT	6.26 KB
8. Storing and resampling real-time tick data (Part 2).mp4	MP4	68.17 MB
8. Storing and resampling real-time tick data (Part 2).srt	SRT	9.14 KB
9. Storing and resampling real-time tick data (Part 3).mp4	MP4	25.25 MB
9. Storing and resampling real-time tick data (Part 3).srt	SRT	3.52 KB

24. Cloud Deployment (AWS) Scheduling Trading Sessions Full Automation

1. Introduction and Motivation.mp4	MP4	20.22 MB
1. Introduction and Motivation.srt	SRT	3.26 KB
1.1 cloud.pdf	PDF	366.36 KB
10. How to schedule Trading sessions with the Task Scheduler.mp4	MP4	39.23 MB
10. How to schedule Trading sessions with the Task Scheduler.srt	SRT	5.02 KB
11. How to stop Trading Sessions (OANDA).mp4	MP4	49.48 MB
11. How to stop Trading Sessions (OANDA).srt	SRT	7.08 KB
12. How to stop Trading Sessions (FXCM).mp4	MP4	45.87 MB
12. How to stop Trading Sessions (FXCM).srt	SRT	5.58 KB
4. How to create an EC2 Instance.mp4	MP4	71.79 MB
4. How to create an EC2 Instance.srt	SRT	8.94 KB
5. How to connect to your EC2 Instance.mp4	MP4	33.13 MB
5. How to connect to your EC2 Instance.srt	SRT	4.4 KB
6. Getting the Instance Ready for Algorithmic Trading.mp4	MP4	60.04 MB
6. Getting the Instance Ready for Algorithmic Trading.srt	SRT	6.61 KB
7. Weekend and Bank Holiday Alert.html	HTML	381 B
8. How to run Python Scripts in a Windows Command Prompt.mp4	MP4	29.98 MB
8. How to run Python Scripts in a Windows Command Prompt.srt	SRT	3.8 KB
9. How to start Trading sessions with Batch (.bat) Files.mp4	MP4	31.63 MB
9. How to start Trading sessions with Batch (.bat) Files.srt	SRT	4.15 KB

25. +++ PART 5 Expert Tips & Tricks, Case Studies and more +++

1. Overview.mp4	MP4	10.23 MB
1. Overview.srt	SRT	2.21 KB
2. Downloads for PART 5.html	HTML	123 B
2.1 Part5_Materials.zip	ZIP	1.76 MB

26. Trading Hours, Spreads and Granularity - control and limit Trading Costs!

1. Introduction and Preparing the Data.mp4	MP4	36.83 MB
1. Introduction and Preparing the Data.srt	SRT	6.05 KB
2. The best time to trade (Part 1).mp4	MP4	19.04 MB
2. The best time to trade (Part 1).srt	SRT	3.7 KB
3. The best time to trade (Part 2).mp4	MP4	19.06 MB
3. The best time to trade (Part 2).srt	SRT	3.74 KB
4. Spreads during the busy hours.mp4	MP4	13.24 MB
4. Spreads during the busy hours.srt	SRT	2.05 KB
5. The Impact of Granularity.mp4	MP4	28.19 MB
5. The Impact of Granularity.srt	SRT	4.78 KB
6. Conclusions.mp4	MP4	18.02 MB
6. Conclusions.srt	SRT	2.4 KB

27. Working with two or many Strategies (Combination)

1. Introduction.mp4	MP4	11.47 MB
1. Introduction.srt	SRT	2.55 KB
2. Strategy 1 SMA.mp4	MP4	13.27 MB
2. Strategy 1 SMA.srt	SRT	2.72 KB
3. Strategy 2 Mean Reversion.mp4	MP4	14.55 MB
3. Strategy 2 Mean Reversion.srt	SRT	2.83 KB
4. Combining both Strategies - Alternative 1.mp4	MP4	37.47 MB
4. Combining both Strategies - Alternative 1.srt	SRT	6.41 KB
5. Taking into account busy Trading Hours.mp4	MP4	15.21 MB
5. Taking into account busy Trading Hours.srt	SRT	2.95 KB
6. Strategy Backtesting.mp4	MP4	10.87 MB
6. Strategy Backtesting.srt	SRT	1.94 KB
7. Combining both Strategies - Alternative 2.mp4	MP4	22.17 MB
7. Combining both Strategies - Alternative 2.srt	SRT	2.96 KB
8. Strategy Optimization.mp4	MP4	68.54 MB
8. Strategy Optimization.srt	SRT	10.02 KB

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

1. Project Overview.mp4	MP4	23.79 MB
1. Project Overview.srt	SRT	6.75 KB
1.1 DNN.pdf	PDF	431.06 KB
10. Prediction & Out-Sample Forward Testing.mp4	MP4	48.27 MB
10. Prediction & Out-Sample Forward Testing.srt	SRT	8.1 KB
11. Saving Model and Parameters.mp4	MP4	18.24 MB
11. Saving Model and Parameters.srt	SRT	3.05 KB
12. Important Notices.html	HTML	822 B
13. Implementation (Oanda & FXCM).mp4	MP4	112.43 MB
13. Implementation (Oanda & FXCM).srt	SRT	13.51 KB
2. Installation of Tensorflow & Keras (Part 1).html	HTML	555 B
3. Installation of Tensorflow & Keras (Part 2).mp4	MP4	49.81 MB
3. Installation of Tensorflow & Keras (Part 2).srt	SRT	7.54 KB
4. Getting and Preparing the Data.mp4	MP4	8.43 MB
4. Getting and Preparing the Data.srt	SRT	1.41 KB
5. Adding LabelsFeatures.mp4	MP4	37.73 MB
5. Adding LabelsFeatures.srt	SRT	7 KB
6. Adding lags.mp4	MP4	19.23 MB
6. Adding lags.srt	SRT	2.68 KB
7. Splitting into Train and Test Set.mp4	MP4	9.83 MB
7. Splitting into Train and Test Set.srt	SRT	2.36 KB
8. Feature ScalingEngineering.mp4	MP4	26.39 MB
8. Feature ScalingEngineering.srt	SRT	3.52 KB
9. Creating and Fitting the DNN Model.mp4	MP4	47.63 MB
9. Creating and Fitting the DNN Model.srt	SRT	8.64 KB

29. Error Handling How to make your Trading Bot more stable and reliable

1. Introduction.mp4	MP4	19.55 MB
1. Introduction.srt	SRT	6.16 KB
10. How to limit the number of retries.mp4	MP4	13.68 MB
10. How to limit the number of retries.srt	SRT	2.89 KB
11. Waiting periods between re-tries.mp4	MP4	25.86 MB
11. Waiting periods between re-tries.srt	SRT	4.98 KB
12. Implementation with Oanda V20 Connection Issues.mp4	MP4	36.15 MB
12. Implementation with Oanda V20 Connection Issues.srt	SRT	4.04 KB
13. Oanda Error Handling (Part 1).mp4	MP4	44.54 MB
13. Oanda Error Handling (Part 1).srt	SRT	6.92 KB
14. Oanda Error Handling (Part 2).mp4	MP4	64.14 MB
14. Oanda Error Handling (Part 2).srt	SRT	8.83 KB
15. Oanda Error Handling (Part 3).mp4	MP4	34.55 MB
15. Oanda Error Handling (Part 3).srt	SRT	4.21 KB
16. Implementation with FXCM APIServer Issues.mp4	MP4	20.83 MB
16. Implementation with FXCM APIServer Issues.srt	SRT	2.78 KB
17. FXCM Error Handling (Part 1).mp4	MP4	41.84 MB
17. FXCM Error Handling (Part 1).srt	SRT	5.44 KB
18. FXCM Error Handling (Part 2).mp4	MP4	38.16 MB
18. FXCM Error Handling (Part 2).srt	SRT	5.84 KB
2. Section Materials Notebooks.html	HTML	122 B
3. Python Errors (Exceptions).mp4	MP4	6.83 MB
3. Python Errors (Exceptions).srt	SRT	1.93 KB
4. try and except.mp4	MP4	8.89 MB
4. try and except.srt	SRT	3.06 KB
5. Catching specific Errors.mp4	MP4	7.56 MB
5. Catching specific Errors.srt	SRT	1.89 KB
6. The Exception class.mp4	MP4	5.67 MB
6. The Exception class.srt	SRT	1.37 KB
7. try, except, else.mp4	MP4	25.15 MB
7. try, except, else.srt	SRT	3.73 KB
8. finally.mp4	MP4	20.12 MB
8. finally.srt	SRT	4.2 KB
9. Try again (...until it works).mp4	MP4	21.27 MB
9. Try again (...until it works).srt	SRT	5.31 KB

3. Day Trading with OANDA A-Z a Deep Dive

1. OANDA at a first glance.mp4	MP4	65.91 MB
1. OANDA at a first glance.srt	SRT	9.18 KB
10. Our third Trade A-Z - Going Short EURUSD.mp4	MP4	61.88 MB
10. Our third Trade A-Z - Going Short EURUSD.srt	SRT	7.93 KB
10.1 Short_EUR.xlsx	XLSX	35.48 KB
11. Netting vs. Hedging.mp4	MP4	60.84 MB
11. Netting vs. Hedging.srt	SRT	7.5 KB
12. Market, Limit and Stop Orders.mp4	MP4	39.27 MB
12. Market, Limit and Stop Orders.srt	SRT	6.07 KB
13. Take-Profit and Stop-Loss Orders.mp4	MP4	24.44 MB
13. Take-Profit and Stop-Loss Orders.srt	SRT	3.93 KB
14. A more general Example.mp4	MP4	30.79 MB
14. A more general Example.srt	SRT	4.73 KB
15. Trading Challenge.html	HTML	569 B
2. How to create an Account.mp4	MP4	48.28 MB
2. How to create an Account.srt	SRT	7.95 KB
3. FOREX Currency Exchange Rates explained.mp4	MP4	59.54 MB
3. FOREX Currency Exchange Rates explained.srt	SRT	9.8 KB
3.1 Currency.pdf	PDF	113.63 KB
4. Our second Trade - EURUSD FOREX Trading.mp4	MP4	42.93 MB
4. Our second Trade - EURUSD FOREX Trading.srt	SRT	4.75 KB
5. How to calculate Profit & Loss of a Trade.mp4	MP4	48.85 MB
5. How to calculate Profit & Loss of a Trade.srt	SRT	7.43 KB
5.1 Long_EUR.xlsx	XLSX	40.06 KB
6. Trading Costs and Performance Attribution.mp4	MP4	69.54 MB
6. Trading Costs and Performance Attribution.srt	SRT	12.5 KB
6.1 spread.pdf	PDF	112.17 KB
7. Margin and Leverage.mp4	MP4	70.56 MB
7. Margin and Leverage.srt	SRT	8.17 KB
8. Margin Closeout and more.mp4	MP4	41.31 MB
8. Margin Closeout and more.srt	SRT	8.2 KB
9. Introduction to Charting.mp4	MP4	39.66 MB
9. Introduction to Charting.srt	SRT	5.71 KB
9.1 Candlestick.pdf	PDF	92.6 KB

30. +++ APPENDIX Python Crash Course +++

	1. Overview.mp4	MP4	6.85 MB
	1. Overview.srt	SRT	1.82 KB

31. Appendix 1 Python (& Finance) Basics

1. Section Downloads.html	HTML	124 B
1.1 Appendix1_Materials.zip	ZIP	18.91 KB
10. More on Variables and Memory.mp4	MP4	22.22 MB
10. More on Variables and Memory.srt	SRT	8.04 KB
11. Variables - Dos, Don´ts and Conventions.mp4	MP4	17.06 MB
11. Variables - Dos, Don´ts and Conventions.srt	SRT	4.75 KB
11.1 keywords.pdf	PDF	69.44 KB
12. The print() Function.mp4	MP4	17.42 MB
12. The print() Function.srt	SRT	5.14 KB
13. Coding Exercise 1.mp4	MP4	46.77 MB
13. Coding Exercise 1.srt	SRT	11.51 KB
14. TVM Problems with many Cashflows.mp4	MP4	10.47 MB
14. TVM Problems with many Cashflows.srt	SRT	4.48 KB
14.1 FV_many.pdf	PDF	185.95 KB
15. Intro to Python Lists.mp4	MP4	7.77 MB
15. Intro to Python Lists.srt	SRT	3.01 KB
16. Zero-based Indexing and negative Indexing in Python (Theory).mp4	MP4	7.44 MB
16. Zero-based Indexing and negative Indexing in Python (Theory).srt	SRT	3.4 KB
16.1 Indexing.pdf	PDF	122.88 KB
17. Indexing Lists.mp4	MP4	13.87 MB
17. Indexing Lists.srt	SRT	3.76 KB
18. For Loops - Iterating over Lists.mp4	MP4	29.91 MB
18. For Loops - Iterating over Lists.srt	SRT	9.79 KB
19. The range Object - another Iterable.mp4	MP4	17.08 MB
19. The range Object - another Iterable.srt	SRT	5.97 KB
2. Intro to the Time Value of Money (TVM) Concept (Theory).mp4	MP4	16.49 MB
2. Intro to the Time Value of Money (TVM) Concept (Theory).srt	SRT	7.5 KB
2.1 TVM.pdf	PDF	195.76 KB
20. Calculate FV and PV for many Cashflows.mp4	MP4	33.52 MB
20. Calculate FV and PV for many Cashflows.srt	SRT	9.12 KB
20.1 PV_FV_many.pdf	PDF	194.55 KB
21. The Net Present Value - NPV (Theory).mp4	MP4	33.29 MB
21. The Net Present Value - NPV (Theory).srt	SRT	9.76 KB
21.1 NPV.pdf	PDF	245.66 KB
22. Calculate an Investment Project´s NPV.mp4	MP4	14.34 MB
22. Calculate an Investment Project´s NPV.srt	SRT	3.63 KB
23. Coding Exercise 2.mp4	MP4	37.98 MB
23. Coding Exercise 2.srt	SRT	10.02 KB
24. Data Types in Action.mp4	MP4	24.33 MB
24. Data Types in Action.srt	SRT	7.55 KB
25. The Data Type Hierarchy (Theory).mp4	MP4	10.78 MB
25. The Data Type Hierarchy (Theory).srt	SRT	4.3 KB
25.1 Type_Hierarchy.pdf	PDF	162.43 KB
26. Excursus Dynamic Typing in Python.mp4	MP4	5.2 MB
26. Excursus Dynamic Typing in Python.srt	SRT	1.99 KB
27. Build-in Functions.mp4	MP4	25.39 MB
27. Build-in Functions.srt	SRT	7.72 KB
27.1 Built_in_func.pdf	PDF	92.61 KB
28. Integers.mp4	MP4	10.97 MB
28. Integers.srt	SRT	3.9 KB
29. Floats.mp4	MP4	24.33 MB
29. Floats.srt	SRT	6.83 KB
3. Calculate Future Values (FV) with Python Compounding.mp4	MP4	12.76 MB
3. Calculate Future Values (FV) with Python Compounding.srt	SRT	4.3 KB
30. How to round Floats (and Integers) with round().mp4	MP4	20.91 MB
30. How to round Floats (and Integers) with round().srt	SRT	6.55 KB
31. More on Lists.mp4	MP4	24.59 MB
31. More on Lists.srt	SRT	6.48 KB
32. Lists and Element-wise Operations.mp4	MP4	17.58 MB
32. Lists and Element-wise Operations.srt	SRT	5.37 KB
33. Slicing Lists.mp4	MP4	20.13 MB
33. Slicing Lists.srt	SRT	5.02 KB
34. Slicing Cheat Sheet.html	HTML	108 B
34.1 Slicing_cheatsheet.pdf	PDF	105.28 KB
35. Changing Elements in Lists.mp4	MP4	10.12 MB
35. Changing Elements in Lists.srt	SRT	3.32 KB
36. Sorting and Reversing Lists.mp4	MP4	13.19 MB
36. Sorting and Reversing Lists.srt	SRT	4.48 KB
37. Adding and removing Elements fromto Lists.mp4	MP4	38.54 MB
37. Adding and removing Elements fromto Lists.srt	SRT	11.47 KB
38. Mutable vs. immutable Objects (Part 1).mp4	MP4	34.5 MB
38. Mutable vs. immutable Objects (Part 1).srt	SRT	10.31 KB
39. Mutable vs. immutable Objects (Part 2).mp4	MP4	21.86 MB
39. Mutable vs. immutable Objects (Part 2).srt	SRT	5.87 KB
39.1 Python_for_Finance_Mutability.pdf	PDF	166.74 KB
4. Calculate Present Values (FV) with Python Discounting.mp4	MP4	10.06 MB
4. Calculate Present Values (FV) with Python Discounting.srt	SRT	3.06 KB
40. Coding Exercise 3.mp4	MP4	53.8 MB
40. Coding Exercise 3.srt	SRT	13.2 KB
41. Tuples.mp4	MP4	29.79 MB
41. Tuples.srt	SRT	8.31 KB
42. Dictionaries.mp4	MP4	31.03 MB
42. Dictionaries.srt	SRT	7.87 KB
43. Intro to Strings.mp4	MP4	40.83 MB
43. Intro to Strings.srt	SRT	9.85 KB
44. String Replacement.mp4	MP4	17.31 MB
44. String Replacement.srt	SRT	4.88 KB
45. Booleans.mp4	MP4	8.89 MB
45. Booleans.srt	SRT	2.81 KB
46. Operators (Theory).mp4	MP4	11.7 MB
46. Operators (Theory).srt	SRT	5.31 KB
46.1 Operators.pdf	PDF	145.62 KB
47. Comparison, Logical and Membership Operators in Action.mp4	MP4	35.53 MB
47. Comparison, Logical and Membership Operators in Action.srt	SRT	9.48 KB
48. Coding Exercise 4.mp4	MP4	42.3 MB
48. Coding Exercise 4.srt	SRT	10.91 KB
49. Conditional Statements.mp4	MP4	38.63 MB
49. Conditional Statements.srt	SRT	10.52 KB
5. Interest Rates and Returns (Theory).mp4	MP4	14.19 MB
5. Interest Rates and Returns (Theory).srt	SRT	6.05 KB
5.1 Interest_Rates.pdf	PDF	197.82 KB
50. Keywords pass, continue and break.mp4	MP4	39.39 MB
50. Keywords pass, continue and break.srt	SRT	11.58 KB
51. Calculate a Project´s Payback Period.mp4	MP4	21.87 MB
51. Calculate a Project´s Payback Period.srt	SRT	5.56 KB
52. Introduction to while loops.mp4	MP4	35.65 MB
52. Introduction to while loops.srt	SRT	8.68 KB
53. Coding Exercise 5.html	HTML	158 B
6. Calculate Interest Rates and Returns with Python.mp4	MP4	19.26 MB
6. Calculate Interest Rates and Returns with Python.srt	SRT	4.85 KB
7. Introduction to Variables.mp4	MP4	18.13 MB
7. Introduction to Variables.srt	SRT	6.37 KB
8. Excursus How to add inline comments.mp4	MP4	11.25 MB
8. Excursus How to add inline comments.srt	SRT	3.52 KB
9. Variables and Memory (Theory).mp4	MP4	5.47 MB
9. Variables and Memory (Theory).srt	SRT	2.45 KB
9.1 Variables.pdf	PDF	142.98 KB

32. Appendix 2 User-defined Functions (required for OOP)

1. Section Downloads.html	HTML	124 B
1.1 Appendix2_Materials.zip	ZIP	3.14 KB
10. Coding Exercise 6.html	HTML	156 B
2. Defining your first user-defined Function.mp4	MP4	27.36 MB
2. Defining your first user-defined Function.srt	SRT	7.33 KB
3. What´s the difference between Positional Arguments vs. Keyword Arguments.mp4	MP4	36.34 MB
3. What´s the difference between Positional Arguments vs. Keyword Arguments.srt	SRT	7.5 KB
4. How to work with Default Arguments.mp4	MP4	28.48 MB
4. How to work with Default Arguments.srt	SRT	6.82 KB
5. The Default Argument None.mp4	MP4	26.79 MB
5. The Default Argument None.srt	SRT	7.42 KB
6. How to unpack Iterables.mp4	MP4	18.62 MB
6. How to unpack Iterables.srt	SRT	5.58 KB
7. Sequences as arguments and args.mp4	MP4	26.28 MB
7. Sequences as arguments and args.srt	SRT	6.32 KB
8. How to return many results.mp4	MP4	13.44 MB
8. How to return many results.srt	SRT	3.36 KB
9. Scope - easily explained.mp4	MP4	35.26 MB
9. Scope - easily explained.srt	SRT	10.01 KB

33. Appendix 3 Numpy, Pandas, Matplotlib and Seaborn Crash Course

1. Downloads for this Section.html	HTML	124 B
1.1 Appendix3_Materials.zip	ZIP	656.29 KB
10. Boolean Arrays and Conditional Filtering.mp4	MP4	18.14 MB
10. Boolean Arrays and Conditional Filtering.srt	SRT	5.62 KB
11. Advanced Filtering & Bitwise Operators.mp4	MP4	28.18 MB
11. Advanced Filtering & Bitwise Operators.srt	SRT	7.24 KB
12. Determining a Project´s Payback Period with np.where().mp4	MP4	22.54 MB
12. Determining a Project´s Payback Period with np.where().srt	SRT	5.89 KB
13. Creating Numpy Arrays from Scratch.mp4	MP4	37.87 MB
13. Creating Numpy Arrays from Scratch.srt	SRT	6.12 KB
14. Coding Exercise 7.html	HTML	158 B
15. How to work with nested Lists.mp4	MP4	18.24 MB
15. How to work with nested Lists.srt	SRT	5.37 KB
16. 2-dimensional Numpy Arrays.mp4	MP4	16.13 MB
16. 2-dimensional Numpy Arrays.srt	SRT	4.63 KB
17. How to slice 2-dim Numpy Arrays (Part 1).mp4	MP4	28.93 MB
17. How to slice 2-dim Numpy Arrays (Part 1).srt	SRT	6.72 KB
18. How to slice 2-dim Numpy Arrays (Part 2).mp4	MP4	8.75 MB
18. How to slice 2-dim Numpy Arrays (Part 2).srt	SRT	2.43 KB
19. Recap Changing Elements in a Numpy Array slice.mp4	MP4	16.51 MB
19. Recap Changing Elements in a Numpy Array slice.srt	SRT	4.4 KB
2. Modules, Packages and Libraries - No need to reinvent the Wheel.mp4	MP4	32.02 MB
2. Modules, Packages and Libraries - No need to reinvent the Wheel.srt	SRT	9.01 KB
20. How to perform row-wise and column-wise Operations.mp4	MP4	22.47 MB
20. How to perform row-wise and column-wise Operations.srt	SRT	5.54 KB
21. Coding Exercise 8.html	HTML	158 B
22. Intro to Tabular Data Pandas.mp4	MP4	18.08 MB
22. Intro to Tabular Data Pandas.srt	SRT	5.64 KB
23. Create your very first Pandas DataFrame (from csv).mp4	MP4	62.52 MB
23. Create your very first Pandas DataFrame (from csv).srt	SRT	10.37 KB
24. Pandas Display Options and the methods head() & tail().mp4	MP4	40.48 MB
24. Pandas Display Options and the methods head() & tail().srt	SRT	7.77 KB
25. First Data Inspection.mp4	MP4	56.02 MB
25. First Data Inspection.srt	SRT	14.46 KB
26. Coding Exercise 9.html	HTML	159 B
27. Selecting Columns.mp4	MP4	26.63 MB
27. Selecting Columns.srt	SRT	6.54 KB
28. Selecting one Column with the dot notation.mp4	MP4	8.55 MB
28. Selecting one Column with the dot notation.srt	SRT	2.75 KB
29. Zero-based Indexing and Negative Indexing.mp4	MP4	10.18 MB
29. Zero-based Indexing and Negative Indexing.srt	SRT	3.97 KB
3. Numpy Arrays.mp4	MP4	35.7 MB
3. Numpy Arrays.srt	SRT	9.28 KB
30. Selecting Rows with iloc (position-based indexing).mp4	MP4	65.01 MB
30. Selecting Rows with iloc (position-based indexing).srt	SRT	11.52 KB
31. Slicing Rows and Columns with iloc (position-based indexing).mp4	MP4	24.28 MB
31. Slicing Rows and Columns with iloc (position-based indexing).srt	SRT	5.37 KB
32. Position-based Indexing Cheat Sheets.html	HTML	440 B
32.1 pandas_iloc.pdf	PDF	72 KB
33. Selecting Rows with loc (label-based indexing).mp4	MP4	21.32 MB
33. Selecting Rows with loc (label-based indexing).srt	SRT	3.87 KB
34. Slicing Rows and Columns with loc (label-based indexing).mp4	MP4	77.57 MB
34. Slicing Rows and Columns with loc (label-based indexing).srt	SRT	11.64 KB
35. Label-based Indexing Cheat Sheets.html	HTML	701 B
35.1 Pandas_loc.pdf	PDF	67.8 KB
36. Summary, Best Practices and Outlook.mp4	MP4	42.02 MB
36. Summary, Best Practices and Outlook.srt	SRT	7.7 KB
37. Coding Exercise 10.html	HTML	159 B
38. First Steps with Pandas Series.mp4	MP4	18.99 MB
38. First Steps with Pandas Series.srt	SRT	4.98 KB
4. Indexing and Slicing Numpy Arrays.mp4	MP4	13.67 MB
4. Indexing and Slicing Numpy Arrays.srt	SRT	3.24 KB
41. The copy() method.mp4	MP4	20.78 MB
41. The copy() method.srt	SRT	5.27 KB
42. Sorting of Series and Introduction to the inplace - parameter.mp4	MP4	33.42 MB
42. Sorting of Series and Introduction to the inplace - parameter.srt	SRT	11.04 KB
43. First Steps with Pandas Index Objects.mp4	MP4	37.14 MB
43. First Steps with Pandas Index Objects.srt	SRT	6.83 KB
44. Changing Row Index with set_index() and reset_index().mp4	MP4	63.07 MB
44. Changing Row Index with set_index() and reset_index().srt	SRT	11.79 KB
45. Changing Column Labels.mp4	MP4	17.97 MB
45. Changing Column Labels.srt	SRT	4.03 KB
46. Renaming Index & Column Labels with rename().mp4	MP4	27.99 MB
46. Renaming Index & Column Labels with rename().srt	SRT	4.72 KB
47. Filtering DataFrames (one Condition).mp4	MP4	44.85 MB
47. Filtering DataFrames (one Condition).srt	SRT	12.78 KB
48. Filtering DataFrames by many Conditions (AND).mp4	MP4	21.23 MB
48. Filtering DataFrames by many Conditions (AND).srt	SRT	5.34 KB
49. Filtering DataFrames by many Conditions (OR).mp4	MP4	25.79 MB
49. Filtering DataFrames by many Conditions (OR).srt	SRT	5.7 KB
5. Vectorized Operations with Numpy Arrays.mp4	MP4	18.73 MB
5. Vectorized Operations with Numpy Arrays.srt	SRT	4.59 KB
50. Advanced Filtering with between(), isin() and ~.mp4	MP4	54.43 MB
50. Advanced Filtering with between(), isin() and ~.srt	SRT	8.98 KB
51. Intro to NA Values missing Values.mp4	MP4	38.16 MB
51. Intro to NA Values missing Values.srt	SRT	11.03 KB
52. Handling NA Values missing Values.mp4	MP4	56.25 MB
52. Handling NA Values missing Values.srt	SRT	12.95 KB
53. Exporting DataFrames to csv.mp4	MP4	10.59 MB
53. Exporting DataFrames to csv.srt	SRT	2.63 KB
54. Summary Statistics and Accumulations.mp4	MP4	46.93 MB
54. Summary Statistics and Accumulations.srt	SRT	11.74 KB
55. Visualization with Matplotlib (Intro).mp4	MP4	59.12 MB
55. Visualization with Matplotlib (Intro).srt	SRT	10.77 KB
56. Customization of Plots.mp4	MP4	84.12 MB
56. Customization of Plots.srt	SRT	14.45 KB
57. Histogramms (Part 1).mp4	MP4	20.46 MB
57. Histogramms (Part 1).srt	SRT	5.4 KB
58. Histogramms (Part 2).mp4	MP4	28.85 MB
58. Histogramms (Part 2).srt	SRT	7.99 KB
59. Scatterplots.mp4	MP4	29.46 MB
59. Scatterplots.srt	SRT	8.34 KB
6. Changing Elements in Numpy Arrays & Mutability.mp4	MP4	24.52 MB
6. Changing Elements in Numpy Arrays & Mutability.srt	SRT	6.65 KB
6.1 Mutability_arrays.pdf	PDF	121.74 KB
60. First Steps with Seaborn.mp4	MP4	18.25 MB
60. First Steps with Seaborn.srt	SRT	6.88 KB
61. Categorical Seaborn Plots.mp4	MP4	70.72 MB
61. Categorical Seaborn Plots.srt	SRT	16.75 KB
62. Seaborn Regression Plots.mp4	MP4	66.52 MB
62. Seaborn Regression Plots.srt	SRT	14.25 KB
63. Seaborn Heatmaps.mp4	MP4	35.71 MB
63. Seaborn Heatmaps.srt	SRT	10.32 KB
64. Removing Columns.mp4	MP4	29.62 MB
64. Removing Columns.srt	SRT	6.19 KB
65. Introduction to GroupBy Operations.mp4	MP4	8.09 MB
65. Introduction to GroupBy Operations.srt	SRT	2.69 KB
66. Understanding the GroupBy Object.mp4	MP4	39.43 MB
66. Understanding the GroupBy Object.srt	SRT	10.04 KB
67. Splitting with many Keys.mp4	MP4	42.24 MB
67. Splitting with many Keys.srt	SRT	8.3 KB
68. split-apply-combine.mp4	MP4	40.1 MB
68. split-apply-combine.srt	SRT	12.17 KB
7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.mp4	MP4	19.26 MB
7. View vs. copy - potential Pitfalls when slicing Numpy Arrays.srt	SRT	5.78 KB
7.1 Slicing_arrays.pdf	PDF	122.52 KB
8. Numpy Array Methods and Attributes.mp4	MP4	21.98 MB
8. Numpy Array Methods and Attributes.srt	SRT	6.27 KB
9. Numpy Universal Functions.mp4	MP4	17.77 MB
9. Numpy Universal Functions.srt	SRT	4.76 KB

34. What´s next (outlook and additional resources)

1. Bonus Lecture.html

HTML

12.02 KB

4. FOREX Day Trading with FXCM

1. FXCM at a first glance.mp4	MP4	67.52 MB
1. FXCM at a first glance.srt	SRT	7.09 KB
2. How to create an Account.mp4	MP4	53.89 MB
2. How to create an Account.srt	SRT	7.43 KB
3. Example Trade Buying EURUSD.mp4	MP4	24.42 MB
3. Example Trade Buying EURUSD.srt	SRT	3.43 KB
4. Trade Analysis.mp4	MP4	18.81 MB
4. Trade Analysis.srt	SRT	3.96 KB
4.1 Long_EUR_fxcm.xlsx	XLSX	26.34 KB
5. Charting.mp4	MP4	13.7 MB
5. Charting.srt	SRT	1.5 KB
6. Closing Positions vs. Hedging Positions.mp4	MP4	18.49 MB
6. Closing Positions vs. Hedging Positions.srt	SRT	2.56 KB
7. Order Types at a glance.mp4	MP4	27.53 MB
7. Order Types at a glance.srt	SRT	3.97 KB
8. Trading Challenge.html	HTML	511 B

5. Installing Python and Jupyter Notebooks

1. Introduction.mp4	MP4	8.91 MB
1. Introduction.srt	SRT	2.08 KB
2. Download and Install Anaconda.mp4	MP4	60.88 MB
2. Download and Install Anaconda.srt	SRT	9.04 KB
3. How to open Jupyter Notebooks.mp4	MP4	50.92 MB
3. How to open Jupyter Notebooks.srt	SRT	11.17 KB
4. How to work with Jupyter Notebooks.mp4	MP4	53.46 MB
4. How to work with Jupyter Notebooks.srt	SRT	17.55 KB
5. Tips for Python Beginners.mp4	MP4	6.2 MB
5. Tips for Python Beginners.srt	SRT	1.42 KB

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

1. Introduction.mp4	MP4	17.15 MB
1. Introduction.srt	SRT	3.7 KB
10. Getting help on StackOverflow.com.mp4	MP4	39.52 MB
10. Getting help on StackOverflow.com.srt	SRT	7.4 KB
11. How to traceback more complex Errors.mp4	MP4	96.84 MB
11. How to traceback more complex Errors.srt	SRT	11.48 KB
12. Problems with the Python Installation.mp4	MP4	34 MB
12. Problems with the Python Installation.srt	SRT	7.41 KB
13. External Factors and Issues.mp4	MP4	17.43 MB
13. External Factors and Issues.srt	SRT	5.22 KB
14. Errors related to the course content (Transcription Errors).mp4	MP4	16.4 MB
14. Errors related to the course content (Transcription Errors).srt	SRT	5.12 KB
15. Summary and Debugging Flow-Chart.mp4	MP4	26.36 MB
15. Summary and Debugging Flow-Chart.srt	SRT	8.73 KB
2. Test your debugging skills!.mp4	MP4	58.59 MB
2. Test your debugging skills!.srt	SRT	11.65 KB
3. Major reasons for Coding Errors.mp4	MP4	5.39 MB
3. Major reasons for Coding Errors.srt	SRT	1.49 KB
4. The most commonly made Errors at a glance.mp4	MP4	35.49 MB
4. The most commonly made Errors at a glance.srt	SRT	6.7 KB
5. Omitting cells, changing the sequence and more.mp4	MP4	50.01 MB
5. Omitting cells, changing the sequence and more.srt	SRT	8.11 KB
6. IndexErrors.mp4	MP4	31.09 MB
6. IndexErrors.srt	SRT	5.29 KB
7. Indentation Errors.mp4	MP4	12.21 MB
7. Indentation Errors.srt	SRT	4.19 KB
8. Misuse of function names and keywords.mp4	MP4	12.37 MB
8. Misuse of function names and keywords.srt	SRT	3.16 KB
9. TypeErrors and ValueErrors.mp4	MP4	16.75 MB
9. TypeErrors and ValueErrors.srt	SRT	4.32 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

7. Trading with Python and OANDAFXCM - an Introduction

1. How to maximize your learning experience.html	HTML	203 B
10. OANDA How to place Orders and execute Trades.mp4	MP4	85.46 MB
10. OANDA How to place Orders and execute Trades.srt	SRT	10.42 KB
11. Trading Challenge.html	HTML	446 B
12. FXCM Commands to install required packages.html	HTML	626 B
13. FXCM How to install the FXCM API Wrapper.mp4	MP4	32.54 MB
13. FXCM How to install the FXCM API Wrapper.srt	SRT	3.52 KB
14. FXCM Getting the Access Token & other Preparations.mp4	MP4	21.07 MB
14. FXCM Getting the Access Token & other Preparations.srt	SRT	3.36 KB
14.1 FXCM_firststeps.zip	ZIP	1.48 KB
15. FXCM Connecting to the APIServer.mp4	MP4	42.81 MB
15. FXCM Connecting to the APIServer.srt	SRT	8.08 KB
16. Troubleshooting FXCM Server Connection Issues.html	HTML	4.04 KB
17. FXCM How to load Historical Price Data (Part 1).mp4	MP4	51.78 MB
17. FXCM How to load Historical Price Data (Part 1).srt	SRT	6.85 KB
18. FXCM How to load Historical Price Data (Part 2).mp4	MP4	43.26 MB
18. FXCM How to load Historical Price Data (Part 2).srt	SRT	5.24 KB
19. FXCM Streaming high-frequency real-time Data.mp4	MP4	47.68 MB
19. FXCM Streaming high-frequency real-time Data.srt	SRT	7.2 KB
2. Overview.mp4	MP4	4.52 MB
2. Overview.srt	SRT	1.33 KB
20. FXCM How to place Orders and execute Trades.mp4	MP4	45.97 MB
20. FXCM How to place Orders and execute Trades.srt	SRT	7.79 KB
21. Trading Challenge.html	HTML	445 B
3. OANDA Commands to install required packages.html	HTML	409 B
4. OANDA How to install the OANDA API Wrapper.mp4	MP4	28.38 MB
4. OANDA How to install the OANDA API Wrapper.srt	SRT	3.65 KB
5. OANDA Getting the API Key & other Preparations.mp4	MP4	31.49 MB
5. OANDA Getting the API Key & other Preparations.srt	SRT	5.74 KB
5.1 Oanda_firststeps.zip	ZIP	1.23 KB
6. OANDA Connecting to the APIServer.mp4	MP4	48.32 MB
6. OANDA Connecting to the APIServer.srt	SRT	8.17 KB
7. OANDA How to load Historical Price Data (Part 1).mp4	MP4	57.36 MB
7. OANDA How to load Historical Price Data (Part 1).srt	SRT	8.3 KB
8. OANDA How to load Historical Price Data (Part 2).mp4	MP4	33.46 MB
8. OANDA How to load Historical Price Data (Part 2).srt	SRT	4.03 KB
9. OANDA Streaming high-frequency real-time Data.mp4	MP4	25.8 MB
9. OANDA Streaming high-frequency real-time Data.srt	SRT	4 KB

8. Conclusion and Outlook

	1. Conclusion and Outlook.mp4	MP4	3.95 MB
	1. Conclusion and Outlook.srt	SRT	928 B

9. +++ PART 2 Pandas for Financial Data Analysis and Introduction to OOP +++

1. Introduction and Downloads Part 2.mp4	MP4	17.93 MB
1. Introduction and Downloads Part 2.srt	SRT	3.32 KB
1.1 Part2_Materials.zip	ZIP	1.85 MB

Download Paid Udemy Courses For Free.url

URL

116 B

GetFreeCourses.Co.url

URL

116 B

How you can help GetFreeCourses.Co.txt

TXT

182 B

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