By Aurélien Géron
Publisher: O’Reilly Media (2019) · Language: English · ISBN-13: 9781492032649
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow is one of the most popular practical guides to modern machine learning and deep learning. Aurélien Géron combines theory with hands-on coding examples to help readers understand and implement algorithms using Python and today’s most powerful libraries.
The 2nd edition covers essential topics including supervised and unsupervised learning, neural networks, deep learning architectures, and production-ready ML systems. Expanded content includes TensorFlow 2, Keras APIs, and real-world projects that guide readers from basic concepts to advanced applications.
Perfect for software engineers, data scientists, and students, this book equips readers with the knowledge and tools to build intelligent systems, tackle real-world challenges, and apply ML techniques effectively.