Advanced deep learning for engineers and scientists : a practical approach / Kolla Bhanu Prakash, Ramani Kannan, S. Albert Alexander, G.R. Kanagachidambaresan, editors.
Prakash, Kolla Bhanu, editor.; Kannan, Ramani, editor.; Albert Alexander, S., editor.; Kanagachidambaresan, G. R., 1988- editor.
2021
Q325.5
Available Online

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Title Advanced deep learning for engineers and scientists : a practical approach / Kolla Bhanu Prakash, Ramani Kannan, S. Albert Alexander, G.R. Kanagachidambaresan, editors.
ISBN 9783030665197 (electronic bk.)
3030665194 (electronic bk.)
3030665186
9783030665180
DOI https://doi.org/10.1007/978-3-030-66519-7
Imprint Cham, Switzerland : Springer, 2021.
Language English
Description 1 online resource
Other Standard Identifiers 10.1007/978-3-030-66519-7 doi
Call Number Q325.5
Dewey Decimal Classification 006.3/1
Summary This book provides a complete illustration of deep learning concepts with case-studies and practical examples useful for real time applications. This book introduces a broad range of topics in deep learning. The authors start with the fundamentals, architectures, tools needed for effective implementation for scientists. They then present technical exposure towards deep learning using Keras, Tensorflow, Pytorch and Python. They proceed with advanced concepts with hands-on sessions for deep learning. Engineers, scientists, researches looking for a practical approach to deep learning will enjoy this book. Presents practical basics to advanced concepts in deep learning and how to apply them through various projects; Discusses topics such as deep learning in smart grids and renewable energy & sustainable development; Explains how to implement advanced techniques in deep learning using Pytorch, Keras, Python programming.
Note Includes index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed August 3, 2021).
Added Author Prakash, Kolla Bhanu, editor.
Kannan, Ramani, editor.
Albert Alexander, S., editor.
Kanagachidambaresan, G. R., 1988- editor.
Series EAI/Springer innovations in communication and computing, 2522-8595
Available in Other Form Advanced deep learning for engineers and scientists.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Introduction
Introduction to ANN
Introduction to Deep Learning
Deep Soft Computing using Python
Working with Keras
Deep learning Applications using Python
Advanced Deep learning techniques
Conclusion.

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