Establishing both offline metrics (like Precision/Recall) and online metrics (like A/B testing results).
The book's primary value is its designed to solve any ML design problem:
Implementing systems to track data drift, concept drift, and overall system health. 2. Practical Case Studies
: Modern urban lifestyle is fast-paced and competitive, yet heavily punctuated by religious festivals and long, elaborate wedding seasons. Food Culture
: Using contrastive learning and embedding generation.