TY - BOOK AU - G�eron,Aur�elien TI - Hands-on machine learning with Scikit-Learn and TensorFlow: concepts, tools, and techniques to build intelligent systems SN - 9789352135219 U1 - 006.31 23 PY - 2017/// CY - India PB - 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 - K�unstliche Intelligenz KW - Nonfiction N1 - 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 Aur�elien G�eron 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 -