Deep Learning Core Concepts Methods And Applications (Paperback)

Author: M.Gopal

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Pearson presents Deep Learning: Core Concepts, Methods and Applications by globally renowned author and academician, M Gopal. This book explores the theoretical underpinnings of Deep Learning and equips its readers with the knowledge needed to apply powerful deep learning techniques to solve challenging real-world problems. Presented in a non-rigorous mathematical style, the text offers sufficient technical depth to provide working foundation for the subject. The emphasis is on getting the solid grip on core principles and methods. The book shows step-by-step method to conceptualize problems, accurately represent data, select and tune algorithms, interpret and analyse results, and make informed strategic decisions. It also provides platform for hands-on experience through case studies.

Features:

1.Provides readers with the knowledge of building blocks used in deep learning-based solutions

2.Equips learners with the basic domain expertise in applications in image processing, audio signal processing and natural language processing

3.Develops learners’ skills to practice software implementation of various algorithms covered in the text

4.The reader of this book need not be a professional programmer; only a basic knowledge of Python programming is required for beginners.

 

  About the Author

M.Gopal, an Ex-Professor of IIT Delhi, is globally known academician with excellent credentials as author, teacher, and researcher. As a teacher, his potential is being used globally through a video course (http://www. youtube.com/iit); one of the most popular NPTEL courses by the IIT faculty. More than a million students, teachers, researchers, and practitioners have used his books and the video course for knowledge acquisition over the past more than four decades.
Author
M.Gopal
Binding
Paperback
Condition Type
New
Country Origin
India
Edition
1
Gift Wrap
Yes
Leadtime to ship in days (default)
Usually Ships in 2 Days
Page
292
Publisher
Pearson Education
Year
2022
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