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articles/machine-learning/tutorial-enable-materialization-backfill-data.md

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# Tutorial 2: Enable materialization and backfill feature data (preview)
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This tutorial series shows how features seamlessly integrate all phases of the machine learning (ML) lifecycle: prototyping, training, and operationalization.
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This tutorial series shows how features seamlessly integrate all phases of the machine learning lifecycle: prototyping, training, and operationalization.
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This tutorial is the second part of a four-part series. The first tutorial showed how to create a feature set specification with custom transformations, and then use that feature set to generate training data. This tutorial describes materialization.
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