Educational Resource Collection
5.4k 2026-04-18
ashishps1/learn-ai-engineering
A comprehensive, curated collection of free resources for learning AI, Machine Learning, LLMs, and AI Engineering from scratch.
Core Features
Curated free learning resources for AI and LLMs.
Covers mathematical foundations, Python, ML, DL, and Generative AI.
Structured learning path from beginner to advanced topics.
Highlights key frameworks (TensorFlow, PyTorch) and LLM tools (LangChain, LlamaIndex).
Includes links to courses, articles, and video playlists from reputable sources.
Detailed Introduction
This GitHub project serves as a meticulously curated learning path for aspiring AI engineers and enthusiasts. It aggregates a wide array of free online resources, including courses, articles, and video playlists, covering essential topics from mathematical foundations and Python programming to advanced concepts in Machine Learning, Deep Learning, Generative AI, and Large Language Models. The project aims to provide a structured guide for self-learners to master AI engineering without financial barriers, offering a clear roadmap through complex subjects and practical tools.