
Автор: Noah Flynn
Издательство: Manning Publications
Год: 2025
Страниц: 298
Язык: английский
Формат: pdf, epub
Размер: 28.3 MB
Discover how Machine Learning, Deep Learning, and Generative AI have transformed the pharmaceutical pipeline as you get a hands-on introduction to building models with PyTorch—including diving into Deepmind's Alphafold. Machine Learning for Drug Discovery introduces the Machine Learning and Deep Learning techniques that drive modern medical research. Each chapter covers a real-world example from the pharmaceutical industry, showing you hands-on how researchers investigate treatments for cancer, malaria, autoimmune diseases, and more. You'll even explore the techniques used to create Deepmind's Alphafold, in an in-depth case study of the groundbreaking model. All you need are the basics of Python. This book will teach you everything else.