Zero to LLM

A ground-up journey from Python fundamentals to building and training Large Language Models from scratch. Learn NumPy, calculus, linear algebra, neural networks, backpropagation, transformers, tokenization, embeddings, and LLM training through practical code and first-principles explanations. No black boxes, no shortcuts—just a complete path from beginner to builder.