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Building A Feature Factory
Building A Feature Factory

Building A Feature Factory

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Building, managing, and maintaining thousands of features across thousands of models. Building features can be repetitive, tedious and extremely challenging to scale. We will explore the ‘Feature Factory’ built at Databricks and implemented at several clients and the processes that are imperative for the democratization of feature development and deployment. The feature factory allows consumers to ensure repetitive feature creation, simplifies scoring and enables massive scalability through feature multiplication.

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