Grokking Machine Learning, Second Edition

Grokking Machine Learning, Second Edition contains fresh new coverage of the most exciting recent advances in machine learning, including LLMs, transformers, and generative AI.

• A whole new chapter on generative AI, showing how large language models write text and diffusion models create images
• An intuitive visual tour of the transformer architecture that powers modern AI
• Clear explanations of how LLMs are trained, and what fine-tuning does
• Expanded coverage of XGBoost, and an updated XGBoost code notebook
• New exercises, math, and fully revamped examples!
• New recommended learning resources, including new courses and a learning hub for going further
• Fully updated content for the latest innovations!

About the reader

For readers who know basic Python. No machine learning knowledge is necessary.

About the author

Luis G. Serrano is an artificial intelligence scientist, educator, and popularizer. Previously, he was a Machine Learning Engineer at Google and Lead Artificial Intelligence Educator at Apple.