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★★★★★

Designing Machine Learning Systems

by Chip Huyen

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What it’s about

A one-paragraph summary of the book’s thesis. Who’s the audience, what problem is it solving, what makes it different from neighboring books.

What landed

  • Concrete idea #1 you took away
  • Concrete idea #2
  • A passage worth quoting

What didn’t

The honest part. What did the book skip, gloss over, or get wrong? Who would not benefit from reading it?

Who should read this

A one-sentence verdict. Specific. “Anyone deploying ML in production without a dedicated platform team” beats “recommended.”