Moving from Dev Notebooks to Production Code - ML 098
Adventures in Machine Learning
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Automating Artifact Generation for Productionized Code with Lineage
The chapter explores the automation of human tasks in engineering by identifying and organizing artifacts in notebooks, such as serialized models, data features, and code. By categorizing and versioning these artifacts, production code with lineage can be efficiently produced, facilitating experimentation and testing.
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