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Adding Common Sense to Machine Learning with TensorFlow Lattice

The Unofficial Google Data Science Blog

Models are trained on a curated set of examples, or clicks on top-ranked recommendations, or a specific geographical region, and then applied to every user or use case. by TAMAN NARAYAN & SEN ZHAO A data scientist is often in possession of domain knowledge which she cannot easily apply to the structure of the model.

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Manual Feature Engineering

Domino Data Lab

There is also a complementary Domino project available. Introduction. Many data scientists deliver value to their organizations by mapping , developing, and deploying an appropriate ML solution to address a business problem. Feature engineering is useful for data scientists when assessing tradeoff decisions regarding the impact of their ML models.

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