Multiple Choice Flashcards on 02 AWS Certified Machine Learning Engineer - As...

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Flashcard Practice AWS Certified Machine Learning Engineer - Associate Multiple Choice

A company has a fraud model whose real-time features are delayed because one Kinesis shard is overloaded while others are mostly idle. What is the best response?

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Review partition-key design, shard capacity, producer distribution, consumer lag, and resharding or on-demand scaling options. Move the stream name into Secrets Manager so producers use a shorter identifier. Increase the model's number of hidden layers so feature delay matters less. Delete the stream and switch to a daily CSV batch because streaming cannot scale.

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