FILENAME | SIZE |  | 1. Getting Started/1. What is Algorithmic Trading Course Overview.mp4 | 38.3 MB |
 | 1. Getting Started/1. What is Algorithmic Trading Course Overview.srt | 6.1 KB |
 | 1. Getting Started/1.1 Overview.pdf | 476.8 KB |
 | 1. Getting Started/2. How to get the best out of this course.mp4 | 37.6 MB |
 | 1. Getting Started/2. How to get the best out of this course.srt | 6.9 KB |
 | 1. Getting Started/3. Did you know... (what Data can tell us about Day Trading).mp4 | 39.2 MB |
 | 1. Getting Started/3. Did you know... (what Data can tell us about Day Trading).srt | 5.4 KB |
 | 1. Getting Started/3.1 did_you_know.pdf | 429.3 KB |
 | 1. Getting Started/4. Test your knowledge.html | 203 B |
 | 1. Getting Started/5. Student FAQ.html | 10.1 KB |
 | 1. Getting Started/6. LEGAL DISCLAIMER (MUST READ!) .html | 2.6 KB |
 | 10. Introduction to Time Series Data in Pandas/1. Importing Time Series Data from csv-files.mp4 | 34.4 MB |
 | 10. Introduction to Time Series Data in Pandas/1. Importing Time Series Data from csv-files.srt | 9.9 KB |
 | 10. Introduction to Time Series Data in Pandas/2. Converting strings to datetime objects with pd.to_datetime().mp4 | 48.9 MB |
 | 10. Introduction to Time Series Data in Pandas/2. Converting strings to datetime objects with pd.to_datetime().srt | 11.1 KB |
 | 10. Introduction to Time Series Data in Pandas/3. Indexing and Slicing Time Series.mp4 | 40.6 MB |
 | 10. Introduction to Time Series Data in Pandas/3. Indexing and Slicing Time Series.srt | 8.1 KB |
 | 10. Introduction to Time Series Data in Pandas/4. Downsampling Time Series with resample().mp4 | 72.2 MB |
 | 10. Introduction to Time Series Data in Pandas/4. Downsampling Time Series with resample().srt | 16.7 KB |
 | 10. Introduction to Time Series Data in Pandas/5. Coding Exercise 1.mp4 | 35.9 MB |
 | 10. Introduction to Time Series Data in Pandas/5. Coding Exercise 1.srt | 5.8 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/1. Getting Ready (Installing required library).mp4 | 18.3 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/1. Getting Ready (Installing required library).srt | 2.5 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 | 32.6 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/11. Simple Returns vs. Log Returns.srt | 11.1 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/12. Importing Financial Data from Excel.mp4 | 80.7 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/12. Importing Financial Data from Excel.srt | 13.9 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/13. Simple Moving Averages (SMA) with rolling().mp4 | 41 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/13. Simple Moving Averages (SMA) with rolling().srt | 10.9 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/14. Momentum Trading Strategies with SMAs.mp4 | 33 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/14. Momentum Trading Strategies with SMAs.srt | 8.7 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/15. Exponentially-weighted Moving Averages (EWMA).mp4 | 23.8 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/15. Exponentially-weighted Moving Averages (EWMA).srt | 5.6 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/16. Merging Aligning Financial Time Series (hands-on).mp4 | 25.9 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/16. Merging Aligning Financial Time Series (hands-on).srt | 6 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/2. Importing Stock Price Data from Yahoo Finance.mp4 | 58.5 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/2. Importing Stock Price Data from Yahoo Finance.srt | 10.2 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/3. Initial Inspection and Visualization.mp4 | 36.3 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/3. Initial Inspection and Visualization.srt | 6.1 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/4. Normalizing Time Series to a Base Value (100).mp4 | 37.4 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/4. Normalizing Time Series to a Base Value (100).srt | 7.7 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/5. The shift() method.mp4 | 29.5 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/5. The shift() method.srt | 8.7 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/6. The methods diff() and pct_change().mp4 | 32.7 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/6. The methods diff() and pct_change().srt | 8.4 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/7. Measuring Stock Performance with MEAN Returns and STD of Returns.mp4 | 34.9 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/7. Measuring Stock Performance with MEAN Returns and STD of Returns.srt | 10.8 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/8. Financial Time Series - Return and Risk.mp4 | 44.9 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/8. Financial Time Series - Return and Risk.srt | 10.4 KB |
 | 11. Financial Data Analysis with Pandas - an Introduction/9. Financial Time Series - Covariance and Correlation.mp4 | 21 MB |
 | 11. Financial Data Analysis with Pandas - an Introduction/9. Financial Time Series - Covariance and Correlation.srt | 5.5 KB |
 | 12. Advanced Topics/1. Helpful DatetimeIndex Attributes and Methods.mp4 | 37.4 MB |
 | 12. Advanced Topics/1. Helpful DatetimeIndex Attributes and Methods.srt | 7.2 KB |
 | 12. Advanced Topics/2. Filling NA Values with bfill, ffill and interpolation.mp4 | 68.4 MB |
 | 12. Advanced Topics/2. Filling NA Values with bfill, ffill and interpolation.srt | 12 KB |
 | 12. Advanced Topics/3. Timezones and Converting (Part 1).mp4 | 29.4 MB |
 | 12. Advanced Topics/3. Timezones and Converting (Part 1).srt | 5.4 KB |
 | 12. Advanced Topics/4. Timezones and Converting (Part 2).mp4 | 36.9 MB |
 | 12. Advanced Topics/4. Timezones and Converting (Part 2).srt | 5.5 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/1. Introduction to OOP and examples for Classes.mp4 | 63.7 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/1. Introduction to OOP and examples for Classes.srt | 12.3 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/1.1 OOP.pdf | 479.5 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/10. The method set_ticker().mp4 | 25.1 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/10. The method set_ticker().srt | 3.4 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/11. Adding more methods and performance metrics.mp4 | 45.4 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/11. Adding more methods and performance metrics.srt | 6.5 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/12. Inheritance.mp4 | 78.9 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/12. Inheritance.srt | 9.3 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/13. Inheritance and the super() Function.mp4 | 53.9 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/13. Inheritance and the super() Function.srt | 7.1 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/14. Adding meaningful Docstrings.mp4 | 50 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/14. Adding meaningful Docstrings.srt | 7.4 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/15. Creating and Importing Python Modules (.py).mp4 | 20.8 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/15. Creating and Importing Python Modules (.py).srt | 4.2 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/16. Coding Exercise 3 Create your own Class.mp4 | 37 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/16. Coding Exercise 3 Create your own Class.srt | 8.1 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/2. The Financial Analysis Class live in action (Part 1).mp4 | 27.3 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/2. The Financial Analysis Class live in action (Part 1).srt | 5.2 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/3. The Financial Analysis Class live in action (Part 2).mp4 | 19.7 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/3. The Financial Analysis Class live in action (Part 2).srt | 4 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/4. The special method __init__().mp4 | 35 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/4. The special method __init__().srt | 9 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/5. The method get_data().mp4 | 42.7 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/5. The method get_data().srt | 6.8 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/6. The method log_returns().mp4 | 23 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/6. The method log_returns().srt | 3.5 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/7. String representation and the special method __repr__().mp4 | 22.1 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/7. String representation and the special method __repr__().srt | 3.9 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/8. The methods plot_prices() and plot_returns().mp4 | 34.1 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/8. The methods plot_prices() and plot_returns().srt | 5.9 KB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/9. Encapsulation and protected Attributes.mp4 | 24.1 MB |
 | 13. Object Oriented Programming (OOP) Creating a Financial Analysis Class/9. Encapsulation and protected Attributes.srt | 4.4 KB |
 | 14. +++ PART 3 Defining and Testing Trading Strategies +++/1. Introduction to Part 3.mp4 | 41.3 MB |
 | 14. +++ PART 3 Defining and Testing Trading Strategies +++/1. Introduction to Part 3.srt | 8 KB |
 | 14. +++ PART 3 Defining and Testing Trading Strategies +++/2. Trading Strategies - an Overview.mp4 | 46.9 MB |
 | 14. +++ PART 3 Defining and Testing Trading Strategies +++/2. Trading Strategies - an Overview.srt | 7.9 KB |
 | 14. +++ PART 3 Defining and Testing Trading Strategies +++/2.1 strategy_overview.pdf | 401.1 KB |
 | 14. +++ PART 3 Defining and Testing Trading Strategies +++/3. Downloads for Part 3.html | 123 B |