Curated Resources
Hand-picked courses, books, tools and communities — from beginner to frontier R&D.
Fast.ai — Practical Deep Learning
Top-down, hands-on path into modern deep learning.
CourseAI/MLBeginnerAndrej Karpathy — Neural Networks: Zero to Hero
Build LLMs from scratch with one of the field's best teachers.
CourseAI/MLIntermediateDeepLearning.AI — Short Courses
Bite-sized courses on RAG, agents, prompt eng., LangChain.
CourseAI/MLLLMsHugging Face Learn
Free LLM, RL, and audio courses with notebooks.
CourseAI/MLNLPThe Odin Project
Free full-stack web dev curriculum.
CourseWebBeginnerFrontend Masters Bootcamp
Solid free intro to HTML/CSS/JS fundamentals.
CourseWebSystem Design Primer
Learn to design large-scale systems.
ReadSWEInterviewsClean Code (Robert C. Martin)
Timeless principles for writing maintainable code.
BookSWEKaggle Learn
Short courses on Pandas, ML, SQL, deep learning.
CourseDataAI/MLStatQuest with Josh Starmer
Statistics & ML explained clearly with great visuals.
CourseDataStatsLevels.fyi
Compensation data across companies & levels.
ToolCareerResume Worded
AI feedback on your resume & LinkedIn.
ToolCareerResumeTech Interview Handbook
Curated study materials for SWE interviews.
ReadCareerInterviewsHacker News
Daily pulse of startups, tech & research.
CommunityTechr/MachineLearning
Research papers, discussions, job posts.
CommunityAI/MLIndie Hackers
Learn from people building profitable products.
CommunityStartupsArXiv Sanity (Karpathy)
Browse & rank latest ML papers.
ToolR&DAI/MLMIT Technology Review
Stay informed on emerging tech & science.
ReadR&D