Andriy Burkov's third book is a hands-on guide that covers everything from machine learning basics to advanced transformer architectures and large language models (LLM). It explains AI fundamentals, text representation, count-based models, recurrent neural networks, and transformers. This book is ideal for ML practitioners and engineers focused on text-based applications