Читать книгу AWS Certified Machine Learning Study Guide - Shreyas Subramanian - Страница 32
Subdomain 3.4: Perform Hyperparameter Optimization
Оглавление| Exam Objective | Chapter |
|---|---|
| 3.4-1. Regularization | 8 |
| 3.4-2. Cross validation | 9 |
| 3.4-3. Model initialization | 8 |
| 3.4-4. Neural network architecture (layers/nodes), learning rate, activation functions | 8 |
| 3.4-5. Tree-based models (# of trees, # of levels) | 8 |
| 3.4-6. Linear models (learning rate) | 8 |
