Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e by Aurélien Géron

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e by Aurélien Géron delivers an expert, practical approach to mastering machine learning techniques using some of the most powerful and widely adopted libraries. This comprehensive guide covers essential concepts such as data preprocessing, model training, evaluation, and neural network design, blending theoretical insights with hands-on coding examples. Readers gain deep understanding of both classical machine learning algorithms and modern deep learning architectures, enabling them to build, optimize, and deploy scalable predictive models. Ideal for practitioners and researchers, this edition supports the development of robust, high-performance machine learning applications.