- 01. Intro to Activity Classifiers
- 02. Data Exploration
- 03. Exercise 1: Data Exploration
- 04. Exercise 1: Solution
- 05. Feature Extraction I
- 06. Exercise 2: Feature Extraction
- 07. Feature Extraction Continued...
- 08. Activity Classification
- 09. Hyperparameter Tuning & Regularization
- 10. Cross-Validation and Feature Importance
- 11. Hyperparameter Tuning in Review
- 12. Exercise 3: A Quirk in the Dataset
- 13. Exercise 3: Solution
- 14. Recap: Activity Classification