- 01. Introduction to Feature Engineering in Trading Models
- 02. Feature Engineering Techniques
- 03. Categorical Variables
- 04. Pitfalls When Engineering Time Series Features
- 05. Demo: Feature Engineering for Trading Models
- 06. Exercise: Feature Engineering for Trading Models
- 07. Exercise Solution
- 08. Feature Selection Methods for Trading Models
- 09. Preprocessing for Text Data and NLP
- 10. Demo: Using Time Series Data for Trading Models
- 11. Putting It All Together: Case Studies in Feature Engineering for Trading Models
- 12. Exercise: Time Series Manipulations in Pandas
- 13. Exercise Solution
- 14. Conclusion