Model hosting patterns in Amazon SageMaker, Part 1: Common design patterns for building ML applications on Amazon SageMaker
AWS Machine Learning Blog
JANUARY 9, 2023
Strict service level agreements (SLAs) need to be met, and a typical request may require multiple steps such as preprocessing, data transformation, feature engineering, model selection logic, model aggregation, and postprocessing. For example, a chatbot service or an application to process forms or analyze data from documents.
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