Open-source tools for Learning & research
Courses, tutorials, scientific research and study tools.
For a course, look at the prerequisites and the first exercise. For a research tool, check whether it can cite or export the material you find.
25 projects
- ai-engineering-course
amitshekhariitbhu · Apache-2.0
A free, complete course that teaches AI engineering step by step, from machine learning basics through building and evaluating LLM-based agents.
- ai-engineering-from-scratch
rohitg00 · MIT
A free, open-source course that walks you through building modern AI systems from scratch, 511 lessons spanning LLMs, RAG, agents and transformers.
- ai-engineering-lab
zorost · MIT
Zorost Intelligence AI Lab open-sourced a free, self-paced 24-week AI engineering course that takes a beginner from Python to production LLM/RAG/agent systems, with 43…
- ai-system-design
amitshekhariitbhu · Apache-2.0
A free, complete guide that teaches how to design real AI systems, step by step, from LLM inference and RAG to AI agents, guardrails, and cost optimization.
- ailearningguide
fazmin · MIT
A desktop app that teaches how modern AI works through 51 hands-on labs covering tokens, transformers, RAG, agents and fine-tuning, with plain-language lessons next to…
- book-to-skill
virgiliojr94 · MIT
Turns any PDF or EPUB technical book into a structured AI agent skill (chapter files, glossary, cheatsheet) that Claude Code or Copilot can load on demand instead of…
- canvas-mcp
boyuchengz · MIT
Connects Claude or ChatGPT to your Canvas LMS account, read-only, so you can ask it what is due this week, what grade you need on the final, or what feedback a TA left,…
- claude-howto
luongnv89 · MIT
A free visual guide that walks you from installing Claude Code to building agents, hooks, skills and MCP servers, with copy-paste templates.
- claudemy
assafkip · MIT
A free Claude Code skill that turns any topic you name into about 12 two-minute audio lessons, each backed by real cited web research, so you get a finishable course…
- easyread
edwardxlai · MIT
easyread is a local desktop app that translates English research papers into natural Chinese, keeps the original text side-by-side, and lets you chat with an AI about…
- frametell
sitor-ai · AGPL-3.0
A local-first desktop app where an AI agent turns one sentence or a document into a narrated, illustrated explainer video you approve step by step.
- hello-agent-system
heaven999b · MIT
A free, hands-on 17-lesson course that walks you through building a production AI agent system from scratch, covering tools, reliability, security, evals, and cost.
- llm-inference-engineering
amitshekhariitbhu · Apache-2.0
A growing free course by Amit Shekhar (founder of Outcome School) that breaks down how LLM inference actually works under the hood, from the basic token-generation loop…
- llm-master
youngyangyang04 · MIT
A free, structured roadmap of 150+ tutorials taking developers from their first LLM API call through building production-ready RAG pipelines and AI agents.
- mortiflix-oss
gtkottman · AGPL-3.0
An open-source harness that turns Claude into a motion-design studio on your own machine: it builds a video stage by stage (brief, script, style frames, animatic,…
- namiagent
aa1143 · MIT
An open-source tutorial-and-working-agent combo: start from a minimal 100-line agent loop, add one capability per lesson, end by understanding how mainstream coding…
- namigpt
aa1143 · MIT
A from-scratch, line-by-line tutorial that builds GPT-2 in PyTorch so you can actually see how an LLM computes attention and generates text.
- neuroarxiv
uditakhourii · MIT
NeuroArxiv makes Claude check real research papers before building a new AI architecture from scratch, so it does not reinvent or hallucinate prior art.
- open-science
aipoch · Apache-2.0
A free desktop app that pairs AI research agents with Python/R notebooks, so you describe a research goal in plain language and get code, analysis, figures and reports…
- openmaic
thu-maic · MIT
Give it one prompt or your own notes, slides, audio or video, and it builds a full interactive course you can work through like a class, with an agent that plans the…
- papergraph-mcp
lotchuazzz-crypto · MIT
An MCP server that extracts results and proof evidence from math papers so AI agents can plan reading order without guessing.
- pi-from-scratch
saladday · MIT
An open-source tutorial and companion website that builds a minimal AI coding agent from scratch in about 600 lines of TypeScript, letting readers watch the code and a…
- selfsemester
munitkala · MIT
SelfSemester is a Windows desktop app where Claude plans a syllabus for any subject you pick, writes the whole course, then runs it on a schedule, grading your quizzes…
- sepia
nanako0129 · MIT
A writing skill for AI agents that removes what actually marks text as AI-written, the predictable narrative structure, not just the obvious word choices.
- time-to-first-token
patchy631 · Apache-2.0
A free 10-week roadmap for learning how LLM inference serving actually works under the hood.