TGViewer
Machine learning books and papers Machine learning books and papers @machine_learn · 24.2K subscribers
Post #4031 2.33K
Maths, CS & AI Compendium: A free textbook for aspiring AI/ML engineers

🚀 A large open-source compendium on mathematics, computer science, and AI has gone viral on GitHub. The project already has around 6.3K stars.

📚 The author positions it as a "non-traditional textbook" for practitioners: less dry notation, more intuition, connections between topics, and real-world context.

📖 It contains 20 chapters:
* Vectors, matrices, calculus
* Statistics and probability
* Machine learning and deep learning
* NLP, computer vision, audio/speech
* Multimodal learning and autonomous systems
* GNN, OS, algorithms
* Production engineering, GPU/SIMD
* AI inference, ML systems design, and applied AI

💡 This is a great resource for those who want to not just "learn ML," but to build a solid foundation: mathematics → CS → ML systems → modern AI.

🔗 GitHub: https://github.com/HenryNdubuaku/maths-cs-ai-compendium
@Machine_learn
  • ❤ 4
  • 👍 1
More from @machine_learn
  1. Oct 5, 2026Machine learning books and papers pinned «High-Impact Research Paper – MedicalRec / GROKRe…
  2. Oct 5, 2026High-Impact Research Paper – MedicalRec / GROKRec Title: MedicalRec Price: $1,000 USD Look…
  3. Oct 5, 2026🔥 FrameMorrow: Future-guided Frame Selection with Prospective Tokens for Long-Horizon Vid…
  4. Oct 5, 2026🔥 TAPNext: Tracking Any Point (TAP) as Next Token Prediction 🔗 Links: GitHub: https://gi…
  5. Oct 3, 2026📖 "A Little Book on the Fundamentals of Generative AI" - an intuitive introduction to the…
  6. Sep 30, 2026با عرض سلام این مقاله به صورت کامل واگذار میشه به همراه پیاده سازی, مجموعه داده و قالب lat…
Threads Profile ViewerView any public Threads profile without an account.Open ThreadLook →Writing with AI? Make it sound human.Metric37 rewrites AI drafts so they read naturally. Free AI detector, 1,500 words free.Try Metric37 →