Читать книгу AWS Certified Machine Learning Study Guide - Shreyas Subramanian - Страница 31
Subdomain 3.3: Train Machine Learning Models
Оглавление| Exam Objective | Chapter |
|---|---|
| 3.3-1. Train validation test split, cross-validation | 6 |
| 3.3-2. Optimizer, gradient descent, loss functions, local minima, convergence, batches, probability, etc. | 8 |
| 3.3-3. Compute choice (GPU vs. CPU, distributed vs. non-distributed, platform [Spark vs. non-Spark] | 12, 16 |
| 3.3-4. Model updates and retraining | 8, 12 |
