An Introduction to Machine Learning

Authors: Rebala, Gopinath, Ravi, Ajay, Churiwala, Sanjay

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  • Offers a comprehensive introduction to Machine Learning, while not assuming any prior knowledge of the topic
  • Provides a complete overview of available techniques and algorithms in conceptual terms, covering various application domains of machine learning
  • Not tied to any specific software language or hardware implementation 
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eBook 67,82 €
price for Spain (gross)
  • ISBN 978-3-030-15729-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 114,39 €
price for Spain (gross)
  • ISBN 978-3-030-15728-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

Just like electricity, Machine Learning will revolutionize our life in many ways – some of which are not even conceivable today. This book provides a thorough conceptual understanding of Machine Learning techniques and algorithms.  Many of the mathematical concepts are explained in an intuitive manner.  The book starts with an overview of machine learning and the underlying Mathematical and Statistical concepts before moving onto machine learning topics. It gradually builds up the depth, covering many of the present day machine learning algorithms, ending in Deep Learning and Reinforcement Learning algorithms. The book also covers some of the popular Machine Learning applications. The material in this book is agnostic to any specific programming language or hardware so that readers can try these concepts on whichever platforms they are already familiar with.  

  • Offers a comprehensive introduction to Machine Learning, while not assuming any prior knowledge of the topic;
  • Provides a complete overview of available techniques and algorithms in conceptual terms, covering various application domains of machine learning;
  • Not tied to any specific software language or hardware implementation. 

About the authors

Gopinath Rebala is Chief Technical Officer at OpsMx, Inc. in San Ramon, California.

 Ajay Ravi is a Software Engineer at Intel, Inc. in San Jose, California.

 Sanjay Churiwala is Senior Director at Xilinx, in Hyderabad, India.   

Table of contents (18 chapters)

Table of contents (18 chapters)

Buy this book

eBook 67,82 €
price for Spain (gross)
  • ISBN 978-3-030-15729-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 114,39 €
price for Spain (gross)
  • ISBN 978-3-030-15728-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
An Introduction to Machine Learning
Authors
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-15729-6
DOI
10.1007/978-3-030-15729-6
Hardcover ISBN
978-3-030-15728-9
Edition Number
1
Number of Pages
XXII, 263
Number of Illustrations
6 b/w illustrations, 77 illustrations in colour
Topics