While Model Trains

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

Writing Robust Tests for Data & Machine Learning Pipelines

Eugene Yan

An in-depth analysis of why certain types of tests break more frequently than others, along with suggestions for creating more robust pipeline tests.

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Word Embeddings Explainer

Peter Baumgartner

"Imagine if every word had an address you could look up in an address book. Now also imagine if words that shared meaning lived in the same neighborhood. This is a simplified metaphor for word embeddings.""

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AI Means More Developers

Matt Rickard

"Developers that can write code but can’t wrangle dependencies or reason about code quality or maintenance will suffer. On the other hand, experienced developers will take on some of their work (as part of being more productive), and less experienced developers will use AI to deploy work more on par with their work."

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