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
The base models can be diverse and trained by different algorithms. Serial inference ML applications – With a serial inference pattern, also known as an inference pipeline, use cases have requirements to preprocess incoming data before invoking a pre-trained ML model for generating inferences. This is where ensembles are useful.
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