02896nam a22003857a 4500 991014935821404990 ES-GrU 20260616102615.0 260616t2025 cc a frb 001 0 eng d 9781098125974 (paperback) 23792096 (OCoLC)1346503549 UKMGB eng rda UKMGB YDX OCLCF TOH VNVGU VP@ OCLCO KMS ORZ CDX OCLCQ DLC clrauoh 006.31 Géron, Aurélien, author. 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, 2025 ©2023 xxv, 834 pages : illustrations (chiefly color). plan estático rdaep texto txt rdacontent sin mediación n rdamedia volumen nc rdacarrier Includes bibliographical references and index. 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 -- 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" Texto en inglés. TensorFlow. Python (Lenguaje de programación) EMBNE Python (Computer program language) EMBUS Machine learning EMBUS Artificial intelligence EMBUS ddc BOOK 0 7322 7322 2026-06-16 10:22:24 35672012241 0 006.31 G876h 2025 35672012241 1 2026-06-16 BOOK 0 ddc 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2026-04-24 Liberalia Ediciones 102460.00 2026-06-22 11:19:00 35672012242 0 006.31 G876h 2025 35672012242 2 2026-06-16 BOOK 0 ddc 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2026-04-24 Liberalia Ediciones 102460.00 2026-06-16 10:27:51 35672012243 0 006.31 G876h 2025 35672012243 3 2026-06-16 BOOK 0 ddc 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2026-04-24 Liberalia Ediciones 102460.00