About this corpus

DLAI Study Notes is a corpus of personal study notes synthesized from DeepLearning.AI short courses — the readable, searchable, math-rendered companion form to courses that ship as video + handouts. Author: Brandon Behring, an applied mathematician who builds and learns in public.

License

Prose is CC-BY-NC-4.0 (attributed, non-commercial); code samples are MIT. You may share and adapt for non-commercial purposes with attribution. Source: github.com/brandon-behring/dlai-study-notes.

Attribution & compliance

Each guide names its source course and instructor and complies with the DLAI Community Code of Conduct : non-commercial, DLAI cited, instructor named, and no quizzes, graded assignments, lab solutions, or verbatim transcripts. The notes are hand-written paraphrased synthesis — the practice questions are original, never derived from course quizzes.

AI-assisted authoring

These notes are hand-authored with AI assistance. The synthesis, structure, worked examples, and original practice questions are human-directed and human-reviewed; AI tools (Anthropic's Claude) assisted with drafting, cross-model review, and consistency checking. Every chapter carries a "How this was made" (Provenance) block disclosing the tools and process for that chapter. Technical claims are checked against primary sources; confidence is flagged inline where it matters.

Privacy

No ads, no personal data collected. Math renders via KaTeX, search via Pagefind — all client-side. (Any analytics used are privacy-friendly and cookieless.)

Takedown

Rights-holder concerns: brandon.m.behring@gmail.com — 48-hour response.