: Choosing appropriate algorithms and discussing trade-offs between simple baselines and complex models.

Technical books, especially those dealing with complex diagrams and data visualizations, suffer greatly in PDF conversion. A "patched" or scanned PDF often results in:

Setting appropriate offline and online metrics (e.g., precision, recall, A/B testing) Serving & Infrastructure:

: Choose appropriate algorithms and define the training process (e.g., loss functions, hyperparameter tuning). Evaluation

: Identifying data sources, handling collection, and performing feature engineering.