Hands-on machine learning with Scikit-Learn and TensorFlow :
Géron, Aurélien.
Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems Aurélien Géron. - First edition. - Mumbai: Shroff Publishers & Distributors, 2019. - xx, 545 pages : illustrations ; 24 cm
Includes index.
"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" --
9781491962299 9789352135219 (Pbk)
2018418542
Machine learning.
Artificial intelligence.
COMPUTERS / Computer Vision & Pattern Recognition.
COMPUTERS / Data Processing.
COMPUTERS / Intelligence (AI) & Semantics.
COMPUTERS / Natural Language Processing.
COMPUTERS / Neural Networks.
Artificial intelligence.
Machine learning.
Python 3.0
Automatische Klassifikation
Maschinelles Lernen
Künstliche Intelligenz
Nonfiction.
Q325.5 / .G47 2017
006.31 G319H
681.3
Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems Aurélien Géron. - First edition. - Mumbai: Shroff Publishers & Distributors, 2019. - xx, 545 pages : illustrations ; 24 cm
Includes index.
"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" --
9781491962299 9789352135219 (Pbk)
2018418542
Machine learning.
Artificial intelligence.
COMPUTERS / Computer Vision & Pattern Recognition.
COMPUTERS / Data Processing.
COMPUTERS / Intelligence (AI) & Semantics.
COMPUTERS / Natural Language Processing.
COMPUTERS / Neural Networks.
Artificial intelligence.
Machine learning.
Python 3.0
Automatische Klassifikation
Maschinelles Lernen
Künstliche Intelligenz
Nonfiction.
Q325.5 / .G47 2017
006.31 G319H
681.3