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ai-engineering-from-scratch

It is a free and MIT licensed curriculum that teaches AI engineering from scratch, consisting of 20 stages and 542 courses. Classes teach Python, TypeScript, Rust and Julia to implement and test model internal structures, retrieval pipelines, and agent run times, and examine errors. It also offers projects that include phased start code, reference application, and local evaluator.

AI

ai-engineering-from-scratch

95

rohitg00 · AI / LLM / RAG

STARS75.8K
FORKS13.3K
COMMITS1.8K
CONTRIBUTORS17
VERSIONv2026.09
UPDATEDyesterday
PythonAIEducationLLMMIT

Common commercial products in this category: ChatGPT, Claude, Gemini

What can it do?
  • You can learn the basics of math and machine learning with Python.
  • You can develop LLM applications and AI agents suitable for the production environment.
  • You can make system integrations using the Model Context Protocol (MCP).
Website GitHub

Verified against README · Oct 26, 2026 · source

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Alternative pages

ChatGPT alternativesClaude alternativesGemini alternatives

More in: AI / LLM / RAG