Books & Study Notes
Authored long-form technical books and course-derived study notes — searchable, math-rendered, and citation-tracked. Includes the sequence-models foundations book and DeepLearning.AI notes.
DeepLearning.AI Study Notes
in progressCorpus of study notes synthesized from DeepLearning.AI short courses. Each course is converted from LaTeX through a quality-audit MDX pipeline — each chapter carries a provenance + audit trail — into a searchable, math-rendered, citation-tracked online book, with BibTeX bibliography integration, Pagefind search, KaTeX math, original concept-application practice questions, and interactive spaced-recall flashcards. Each course's notes are released under CC-BY-NC, attributed to the DeepLearning.AI instructor. Built on book-scaffold-astro; deployed via Cloudflare Workers static assets.
Stack: Astro 6 · MDX · TypeScript · Pandoc · KaTeX · Pagefind · Cloudflare Workers
Part of the Books & Guides corpus →
What's next
A curated set of DeepLearning.AI short courses, with further course-derived books (e.g., Bertsekas RL + control) lined up; the current course list lives on the book site.
ssm-foundations
in progressPublic foundations book derived from the post-transformers research repo. Chapters organized lens-first: continuous-time dynamics → discretization → stability theory → structured state-space models → selective scans (Mamba, S4, S4D) → hybrids. Each chapter pairs prose with JAX and Julia companions, reproducible figures, and Julia stability tests. Built on book-scaffold-astro v4 academic preset; deployed via Cloudflare Workers + Static Assets.
Stack: Astro 6 · MDX · JAX · Julia · DifferentialEquations.jl · KaTeX · Cloudflare Workers
Part of the Books & Guides corpus →
What's next
Live at https://ssm-foundations.brandon-behring.dev and actively expanding; see the book site for the current chapter list and per-chapter status.
More coming
Books & Study Notes is an active and expanding cluster. More course-derived books from other technical sources are lined up (Bertsekas RL + control, ssm-foundations chapters, and others).