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ajaymache/machine-learning-yearning

Andrew Ng's ML strategy book, sliced into GitHub-sized chunks

A mirror of Machine Learning Yearning split into 13 PDFs for easier browsing and linking.

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What it does This repo hosts the complete text of Andrew Ng’s Machine Learning Yearning — a book about the practical politics of shipping ML systems — sliced into 13 chapter-range PDFs plus one consolidated file. It’s essentially a well-organized file cabinet: click, download, read offline.

The interesting bit The slicing itself is the product. Ng’s original is free but monolithic; this turns it into linkable, shareable chunks. The dev/test set advice the book covers has aged into relevance as datasets ballooned — the repo just makes that advice easier to point teammates at.

Key highlights

  • Full book plus 13 part-PDFs (Ch. 1–58)
  • Covers team alignment, dev/test set construction, and modern dataset sizing
  • Direct PDF links — no build step, no wrapper code
  • Free license (per repo badge)
  • 1.1k stars suggests decent discoverability

Caveats

  • The GitHub issues badge actually links to a different repo (travis-ci-with-github), which is either a copy-paste error or a cry for help
  • No source text, no search, no annotations — pure file hosting
  • Last meaningful update unclear; README is static

Verdict Grab this if you want Ng’s book in bite-sized PDFs for offline reading or team handouts. Skip it if you were hoping for code, searchable HTML, or commentary — this is a mirror, not a remix.

Frequently asked

What is ajaymache/machine-learning-yearning?
A mirror of Machine Learning Yearning split into 13 PDFs for easier browsing and linking.
Is machine-learning-yearning open source?
Yes — ajaymache/machine-learning-yearning is open source, released under the MIT license.
How popular is machine-learning-yearning?
ajaymache/machine-learning-yearning has 1.1k stars on GitHub.
Where can I find machine-learning-yearning?
ajaymache/machine-learning-yearning is on GitHub at https://github.com/ajaymache/machine-learning-yearning.

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