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  - 9781492032649 (pbk.) :
U1  - 006.3'1 23
PY  - 2019///
CY  - Beijing
PB  - O'Reilly
KW  - Machine learning
KW  - Python (Computer program language)
KW  - Computers and IT
KW  - eflch
KW  - ukslc
N1  - Previous edition: published as Hands-on machine learning with Scikit-Learn and TensorFlow. 2017; Includes QR code; Includes bibliographical references and index; Specialized
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 2 - the author 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  -