cover

An Intuitive Exploration of Artificial Intelligence

Theory and Applications of Deep Learning

Authors: Dube, Simant

  • Presents an intuitive and comprehensive view of AI, with emphasis on theory and applications of Deep Learning.
  • Mathematical notation is simplified and various illustrations are used to convey concepts in an intuitive manner, making this suitable for anyone who wants to learn the fundamentals of AI
  • Emphasizes both the theoretical and applied sides of AI and therefore will be able to meet different learning needs
  • Builds a high-level, unifying, insightful, bird's eye view of a plethora of techniques based on deep neural networks and their numerous variations for different applications
see more benefits

Buy this book

eBook $84.99
price for USA
  • The eBook version of this title will be available soon
  • Due: June 19, 2021
  • ISBN 978-3-030-68624-6
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover $109.99
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: May 22, 2021
  • ISBN 978-3-030-68623-9
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
About this Textbook

This book develops a conceptual understanding of Artificial Intelligence (AI), Deep Learning and Machine Learning in the truest sense of the word. It is an earnest endeavor to unravel what is happening at the algorithmic level, to grasp how applications are being built and to show the long adventurous road in the future.
An Intuitive Exploration of Artificial Intelligence offers insightful details on how AI works and solves problems in computer vision, natural language understanding, speech understanding, reinforcement learning and synthesis of new content. From the classic problem of recognizing cats and dogs, to building autonomous vehicles, to translating text into another language, to automatically converting speech into text and back to speech, to generating neural art, to playing games, and the author's own experience in building solutions in industry, this book is about explaining how exactly the myriad applications of AI flow out of its immense potential.

The book is intended to serve as a textbook for graduate and senior-level undergraduate courses in AI. Moreover, since the book provides a strong geometrical intuition about advanced mathematical foundations of AI,  practitioners and researchers will equally benefit from the book.

About the authors

Dr. Simant Dube is a Silicon Valley veteran with over two decades of experience in industry. He is currently Head of Machine Vision, Advanced AI, at Varian Medical Systems, Palo Alto where he leads the application of AI in medicine.  Prior to his present role, Dr. Dube was Technical Director, Center for Advanced Machine Learning, at Symantec, Mountain View. Trained as a computer engineer, he has worked in medical imaging, cybersecurity, robotics, visual search, web search and biotechnology. In addition to his Silicon Valley experience, Dr. Dube is a former academic and educator and he has supervised students including those at PhD level. He recently taught courses in Deep Learning at New College of Florida, Sarasota, for one year and contributed to the development of an inaugural data science program. Dr. Dube was a visiting faculty member at Indian Institute of Technology, Kanpur and Delhi, as a Ramanujan Fellow. He was a Canada International Fellow at Western University, London, Canada and he taught computer science at the University of New England, Armidale, Australia.

Buy this book

eBook $84.99
price for USA
  • The eBook version of this title will be available soon
  • Due: June 19, 2021
  • ISBN 978-3-030-68624-6
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover $109.99
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: May 22, 2021
  • ISBN 978-3-030-68623-9
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
Loading...

Bibliographic Information

Bibliographic Information
Book Title
An Intuitive Exploration of Artificial Intelligence
Book Subtitle
Theory and Applications of Deep Learning
Authors
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-68624-6
DOI
10.1007/978-3-030-68624-6
Hardcover ISBN
978-3-030-68623-9
Edition Number
1
Number of Pages
IV, 442
Number of Illustrations
4 b/w illustrations, 72 illustrations in colour
Topics