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Hands-On Machine Learning with Scikit-Learn and PyTorch

Aurélien Géron · 2025

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About the book

The potential of machine learning today is extraordinary, yet many aspiring developers and tech professionals find themselves daunted by its complexity. Whether you're looking to enhance your skill set and apply machine learning to real-world projects or are simply curious about how AI systems function, this book is your jumping-off place. With an approachable yet deeply informative style, author Aurélien Géron delivers the ultimate introductory guide to machine learning and deep learning. Drawing on the Hugging Face ecosystem, with a focus on clear explanations and real-world examples, the book takes you through cutting-edge tools like Scikit-Learn and PyTorch--from basic regression techniques to advanced neural networks. Whether you're a student, professional, or hobbyist, you'll gain the skills to build intelligent systems.

Book details

Year
2025
Language
English
Publisher
O'Reilly Media, Incorporated
Editions
3
Pages
875
ISBN
9798341607989

Data source: Wikidata

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