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: Define the training strategy and how to validate the model (Offline vs. Online/A-B Testing).

: Features over 200 diagrams that clarify complex system architectures, making it easier to visualize the flow between data pipelines, model training, and online serving. Modern ML Components : Covers essential infrastructure like feature stores model registries monitoring systems Reader Feedback Review Summary : Define the training strategy and how to

By following this guide, you'll be well-prepared to tackle machine learning system design interviews and showcase your skills in designing scalable, efficient, and effective machine learning systems. and effective machine learning systems.