Kolla Bhanu Prakash
Advanced Deep Learning for Engineers and Scientists
- A Practical Approach
ISBN: 978-3-030-66521-0
285 Seiten | € 90.94
Buch [Taschenbuch]
Erscheinungsdatum:
26.07.2022
Sachbuch
Kolla Bhanu Prakash
Advanced Deep Learning for Engineers and Scientists
A Practical Approach
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.
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Veröffentlichung: | 26.07.2022 |
Höhe/Breite/Gewicht | H 23,5 cm / B 15,5 cm / - |
Seiten | 285 |
Art des Mediums | Buch [Taschenbuch] |
Preis DE | EUR 90.94 |
Preis AT | EUR 93.49 |
Auflage | 1. Auflage |
Reihe | EAI/Springer Innovations in Communication and Computing |
ISBN-13 | 978-3-030-66521-0 |
ISBN-10 | 3030665216 |
Über den Autor
Dr. Kolla Bhanu Prakash is working as Professor and Research Group Head for Artificial Intelligence and Data Science Research Group in CSE DEPARTMENT, K L University, VIJAYAWADA, Andhra Pradesh, India. He received his M.Sc and M.Phil in Physics from Acharya Nagarjuna University, Guntur, India, M.E and Ph.D in Computer Science & Engineering from Sathyabama University,Chennai, India. Dr. Kolla Bhanu Prakash has 14+ years of experience working in academia, research, teaching, academic administration. His current research interests include Deep Learning, IOT, Big Data Analytics and Natural Language Processing. He was the recipient of Best Speaker award during M.Sc. He has authored over 52+ research papers in various national and international journals and conferences. His publications are indexed in Scopus, Web of Science, DBLP and Google scholar. He is IEEE – Senior Member, Fellow – ISRD, received Best Teacher Award - K.L.University, Reviewer - IEEE Access Journal, Treasurer - ACM Amaravathi Chapter, Life Member – ISTE, Reviewer and TPC member in National and International Conferences, IJRAR RMS MEMBER, International Journal of Research and Analytical Reviews, 5 Patents published, Reviewer – IEEE Access, Wireless Networks Journal, Applied Soft Computing Journal, International Journal of Advanced Computer Science and Applications (IJACSA), Senior Member - theIRED [UACEE] and MEMBER - EXPERTS OF ACADEMIC EXCELLENCE RESEARCH CENTRE. He is currently editing 6 International books with reputed publishers like Springer, Elsevier, Wiley, Degryuter and CRC press.Dr. G. R. Kanagachidambaresan received his B.E degree in Electrical and Electronics Engineering from Anna University in 2010 and M.E Pervasive Computing Technologies in Anna University in 2012. He has completed his Ph.D. in Anna University Chennai in 2017. He is currently an Associate Professor, Department of CSE, Veltech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology. His main research interest includes IoT, Machine learning and Wireless Networks. He has authored several research articles in leading International journals. He is presently working with funding agencies like Indian Space Research Organisation and Department of Biotechnology on IoT projects. He is an Editor in Chief for Next Generation computing and communication Engineering series Wiley. He is also associate editor in Wireless Networks, Springer.