03572cam a2200541 i 4500 23792096 20260310141121.0 240720t20232023cc a b 001 0 eng d 2023549175 GBC2G2773 bnb 020744694 Uk 9781098125974 (paperback) 1098125975 (paperback) 23792096 (OCoLC)1346503549 UKMGB eng rda UKMGB YDX OCLCF TOH VNVGU VP@ OCLCO KMS ORZ CDX OCLCQ DLC lccopycat QA76.73.P98 G45 2023 006.3/1 23 Géron, Aurélien, author. https://isni.org/isni/0000000418957775 Hands-on machine learning with Scikit-Learn, Keras and TensorFlow : concepts, tools, and techniques to build intelligent systems / Aurélien Géron. Third edition. Beijing : O'Reilly Media, Inc., 2023. ©2023 xxv, 834 pages : illustrations (chiefly color) ; 24 cm text txt rdacontent still image sti rdacontent unmediated n rdamedia volume nc rdacarrier Previous editions: 2019, 2017. Includes bibliographical references and index. The fundamentals of machine learning. The machine learning landscape ; End-to-end machine learning project ; Classification ; Training models ; Support vector machines ; Decision trees ; Ensemble learning and random forests ; Dimensionality reduction ; Unsupervised learning techniques -- Neural networks and deep learning. Introduction to artificial neural networks with Keras ; Training deep neural networks ; Custom models and training with TensorFlow ; Loading and preprocessing data with TensorFlow ; Deep computer vision using convolutional neural networks ; Processing sequences using RNNs and CNNs ; Natural language processing with RNNs and attention ; Autoencoders, GANs, and diffusion models ; Reinforcement learning ; Training and deploying TensorFlow models at scale. "Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. With this updated third edition, author Aurelien Geron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exercises throughout the book help you apply what you've learned. Programming experience is all you need to get started"-- Page 4 of cover. TensorFlow. Python (Computer program language) Machine learning. Artificial intelligence. Apprentissage automatique. Python (Langage de programmation) Intelligence artificielle. artificial intelligence. aat Artificial intelligence fast Machine learning fast Python (Computer program language) fast 7 cbc copycat 2 ncip 20 y-gencatlg lcc BOOK 12945 12945 0 0 lcc 0 0 MAIN MAIN 2026-03-10 0 QA76.73.P98 G45 2023 51952000222750 2026-03-10 2026-03-10 BOOK 0 0 lcc 0 0 MAIN FEMALE 2026-03-10 1 QA76.73.P98 G45 2023 51952000222743 2027-01-05 2026-09-07 2026-09-07 2026-03-10 BOOK