Andrej Karpathy — AI Lectures

Andrej Karpathy, former head of AI at Tesla and founding member of OpenAI, produces in-depth lectures that build genuine understanding of how AI models work from the ground up. His series covers neural network fundamentals, building GPT from scratch, tokenization mechanics, and training methodologies. This depth of understanding transforms prompt engineering from guesswork into informed design.