DEEP LEARNING BASICS

Description

In recent years, the field of Artificial Intelligence has undergone a remarkable transformation, with Deep Learning emerging as one of the most powerful and influential technologies driving this revolution. From image recognition and natural language processing to autonomous systems and predictive analytics, deep learning has become an essential tool across industries, reshaping the way we interact with data and intelligent systems.
This book, “Deep Learning Basics,” is designed to provide a comprehensive and accessible introduction to the fundamental concepts, architectures, and applications of deep learning. It aims to bridge the gap between theoretical understanding and practical implementation, making it suitable for students, researchers, and professionals who are beginning their journey in this exciting domain.
The content of this book is carefully structured to guide readers step-by-step—from the basics of neural networks to advanced deep learning models. It covers essential topics such as artificial neural networks, activation functions, loss functions, optimization techniques, convolutional neural networks (CNNs), recurrent neural networks (RNNs), and emerging trends in deep learning. Each chapter is supported with examples, illustrations, and practical insights to enhance understanding and real-world applicability.
Special emphasis has been placed on clarity and simplicity, ensuring that readers with diverse academic backgrounds can grasp complex concepts with ease. Wherever possible, mathematical formulations have been explained in an intuitive manner, supported by diagrams and use-case scenarios.
This book is also motivated by the growing need to equip learners with skills relevant to modern technological advancements. It encourages readers not only to understand deep learning concepts but also to apply them in solving real-world problems across domains such as healthcare, finance, education, and security systems.

About the Author

Dr. M. Leelavathi, M.C.A., M.Phil., MBA, Ph.D is an accomplished Assistant Professor in the Department of Artificial Intelligence and Machine Learning at Sree Saraswathi Thyagaraja College (Autonomous). She also serves as the Director-IQAC, playing a key role in maintaining and enhancing academic quality standards.
With over 12 years of teaching experience in various prestigious colleges, she has built a strong foundation in academics and research. She completed her Master of Computer Applications (M.C.A.) and M.Phil. in Computer Science, & Ph.D Computer Science from Bharathiar University, Coimbatore. She completed MBA in Data Science and Analytics from Manipal University, India to strengthen her expertise in emerging technologies.
Her professional memberships include the Computer Society of India (CSI), the International Association of Engineers (IAENG), and the International Economic Development and Research Center (IEDRC), where she actively engages in academic networking and development activities.
An enthusiastic researcher and innovator, she has published 12 books, filed 8 patents, and published 20 research papers in various national and international journals.

Dr. A. Syed Musthafa, Professor, Department of Information Technology at M.Kumarasamy College of Engineering, Karur has completed a Master of Engineering in Computer Science and Engineering at Anna University and PhD in Information and Communication Engineering from the renowned Anna University, Chennai, India in the year 2017. Dr. A. Syed Musthafa has more than 18 years of experience in teaching, research, consulting, and solving real-time applications in Network Security and AI Technologies. His research expertise covers Network Security, Image Processing, Machine Learning, Artificial Intelligence, Web Development, Cloud Computing, Big data, Soft Computing, the Internet of Things (IoT), Pervasive Computing, etc. He has published more than 45 international journals and has presented 43 papers in national and international conferences in the above fields. He has published 10 patents, granted 1 patent, and published 5 books. He has been a reviewer in Elsevier, Springer journals and other reputed journals. He is currently working as a professor at, the Department of Information Technology in M.Kumarasamy College of Engineering, Karur, Tamil Nadu, India. Dr. A.Syed Musthafa is a lifetime member of MISTE and IAENG.

Book Details

ISBN: 9789394874763

Publisher: Book Pen Publishing

Number of Pages: 110

Dimensions: A4

Interior Pages: B&W

Binding: Paperback (Perfect Binding)

Availability: In Stock (Print on Demand)

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