rohitg00/ai-engineering-from-scratch
Learn it. Build it. Ship it for others.
Python48K stars8.4K forks+762 today
Topics
#agents#ai#ai-agents#ai-engineering#computer-vision#course#deep-learning#from-scratch#generative-ai#llm#machine-learning#mcp#nlp#python#reinforcement-learning#rust#swarm-intelligence#transformers#tutorial#typescript
What it does
This repository offers a comprehensive curriculum for building AI systems from scratch, covering math foundations to advanced topics like LLMs and autonomous swarms. It aims to bridge the gap between theoretical knowledge and practical application.
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Tracking
- Last trending
- 2026-05-20
Creator kit
Hook
Dive into building AI systems from scratch with this free, open-source curriculum. From linear algebra to autonomous swarms - learn it, build it, ship it!
Content angles
- Create a series of tutorials based on the curriculum phases.
- Develop case studies for real-world applications of each phase's concepts.
- Host live coding sessions walking through specific lessons or projects from the repository.
Who should care
AI enthusiasts, developers looking to build AI systems, educators teaching machine learning and deep learning.