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Chris Hausler

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Scaling ML to the next level: Hosting thousands of models on SageMakerAWS Summit Online – Americas 20212021-08-24
Explains how Amazon SageMaker multi-model endpoints host thousands of models from S3 on a single endpoint, lazy-loading models on first invoke and evicting by…
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An End-to-End Machine Learning Ecosystem in a QuarterPyCon Australia 2015 Science/Data Miniconf2015-07-31
Claims a working end-to-end pipeline built in roughly a quarter that trains and serves per-account models at scale: uses pandas, scikit-learn, flask and hadoop…
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