# AI Engineering Course

A free, ongoing AI engineering curriculum covering machine learning foundations through LLMs, fine-tuning, RAG, AI agents, inference, evaluation and safety, with a written blog and video for most lessons.

This is a free and continually expanding course covering AI engineering step by step, from machine learning and neural network foundations through transformers, how LLMs generate text, modern LLM architecture, training and fine-tuning, prompt and context engineering, vector search and retrieval-augmented generation, AI agents and agentic systems, LLM inference engineering, evaluation and observability, AI safety and security, multimodal and generative models, and AI infrastructure and system design.

Every lesson includes a detailed written blog post and many come with an accompanying video. It is maintained by the founder of Outcome School, who also teaches a paid live version of the material.

Website: https://github.com/amitshekhariitbhu/ai-engineering-course