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.
Understand ML basics, including concepts like overfitting and hyperparameter tuning
Complete an end-to-end ML project using scikit-Learn, covering everything from data exploration to model evaluation
Learn techniques for unsupervised learning, such as clustering and anomaly detection
Build advanced architectures like transformers and diffusion models with PyTorch
Harness the power of pretrained models—including LLMs—and learn to fine-tune them
Train autonomous agents using reinforcement learning
From the brand
Machine Learning, AI & more
Machine Learning
Artificial Intelligence
Deep Learning
Language Processing (NLP, LLM)
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Our customers are hungry to build the innovations that propel the world forward. And we help them do just that.
ASIN : B0FXBZ6DTM
Publisher : O’Reilly Media
Accessibility : Learn more
Publication date : October 22, 2025
Edition : 1st
Language : English
File size : 26.1 MB
Simultaneous device usage : Unlimited
Enhanced typesetting : Enabled
X-Ray : Not Enabled
Word Wise : Not Enabled
Print length : 1516 pages
ISBN-13 : 979-8341607958
Page Flip : Enabled
Best Sellers Rank: #43,019 in Kindle Store (See Top 100 in Kindle Store) #3 in Pattern Recognition #3 in Neural Networks #5 in Computer Vision & Pattern Recognition