ashishps1/learn-ai-engineering
📚 Tutorialashishps1
Free, structured curriculum to master AI and LLMs from scratch.
ashishps1/learn-ai-engineering is a curated collection of free learning resources aimed at teaching AI and LLM engineering from the ground up. The repository is structured into logical sections, starting with foundational machine learning and deep learning, then progressing to modern LLM topics such as prompt engineering, RAG (Retrieval-Augmented Generation), agentic AI, and the Model Context Protocol (MCP). Each section includes links to tutorials, papers, videos, and projects. The repository is actively maintained, with over 5,700 stars and frequent updates. It is designed to be self-paced and accessible, requiring only basic programming knowledge. The author, Ashish PS, has organized the resources to build a strong theoretical understanding alongside practical implementation skills, making it an ideal roadmap for aspiring AI engineers.
💡Highlights
- ├─5,700+ stars, 1,400+ forks
- ├─Covers ML, DL, LLMs, RAG, agentic AI
- └─Structured curriculum with free resources
🎯For
- ├─Students
- ├─Self-taught developers
- └─Career switchers into AI