TY - BOOK AU - Géron,Aurélien TI - Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow: concepts, tools, and techniques to build intelligent systems SN - 9789352139057 AV - Q325.5 .G47 2017 U1 - 006.31 GER PY - 2017/// CY - Beijing ; Mumbai PB - O'Reilly Media, SPD KW - Machine learning KW - Artificial intelligence KW - COMPUTERS / Computer Vision & Pattern Recognition KW - bisacsh KW - COMPUTERS / Data Processing KW - COMPUTERS / Intelligence (AI) & Semantics KW - COMPUTERS / Natural Language Processing KW - COMPUTERS / Neural Networks KW - fast KW - Python 3.0 KW - gnd KW - Automatische Klassifikation KW - Maschinelles Lernen KW - Künstliche Intelligenz KW - Nonfiction N1 - Rs.2275/- TB 1989/10 Includes index N2 - "Through a series of recent 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 practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks--Scikit-Learn and TensorFlow--author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started" -- ER -