While Model Trains

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

The overengineered Solution to my Pigeon Problem

Max Nagy

Engaging in a battle against pigeons using OpenCV and a water gun. Spoiler: No pigeons were harmed.

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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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Data science preflight checklist.

Alex Molas

A list of safety checks to perform before starting a new data science project.

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