The Hundred-Page Language Models Book

by Andriy Burkov

Provides a hands-on progression from machine learning basics through count-based models and recurrent neural networks to modern transformer architectures and large language models, with working Python code and practical techniques for prompt engineering and finetuning.

• Machine Learning Basics
• Language Modeling Basics
• Recurrent Neural Network
• Transformer
• Large Language Model
• Further Reading