- 01. Parameters and Hyperparameters
- 02. Hyperparameter Tuning: Manual Search
- 03. Grid Search
- 04. Demo 1: Hyperparameter Tuning with Grid Search
- 05. Demo 2: Hyperparameter Tuning with Random Search
- 06. Exercise 1: Hyperparameter Tuning with Grid Search
- 07. Exercise 1 Solution
- 08. Case Study: Introduction
- 09. Case Study: Tuning
- 10. Advanced Topics