While Model Trains

Read data blog posts.
Carefully handpicked.
Presented 3 at a time.

Effective testing for machine learning systems.

Jeremy Jordan

"Effective testing for machine learning systems requires both a traditional software testing suite (for model development infrastructure) and a model testing suite (for trained models)."

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Unit Testing in Data Science

Jason Ash

A practical example of unit testing a function used to clean data before analysis.

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Why Open-Source a Model?

Matt Rickard

A compilation of several examples that illustrate the motivation behind open sourcing a machine learning model.

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