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[FreeCourseSite.com] Udemy - Algorithmic Trading A-Z with Python, Machine Learning & AWS

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Udemy - Algorithmic Trading A-Z with Python, Machine Learning & AWS [FCS]

Build your own truly Data-driven Day Trading Bot | Learn how to create, test, implement & automate unique Strategies.


Created by Alexander Hagmann

Last updated 12/2022

English

English [Auto]

File list
  • [FreeCourseSite.com] Udemy - Algorithmic Trading A-Z with Python, Machine Learning & AWS
  • 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

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