AI and Deep Learning Fundamentals - Muthu, Balaanand

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Résumé :
Welcome to the world of AI and Deep Learning! This book is a culmination of years of research, innovation, and practical insights into the fascinating realms of artificial intelligence and deep learning. In this rapidly evolving landscape, the convergence of neuroscience, mathematics, and computer science has sparked a revolution, redefining how machines perceive, learn, and interact with the world. As you embark on this educational journey, you'll delve into the foundational principles that underpin these technologies, unraveling complex concepts in a lucid and accessible manner. Whether you're an aspiring data scientist, a curious enthusiast, or a seasoned professional seeking to expand your knowledge, this book aims to equip you with a solid understanding of AI and deep learning essentials, empowering you to navigate the frontiers of innovation and contribute meaningfully to this transformative field. In this comprehensive guide, we traverse the landscape of artificial intelligence and deep learning, demystifying intricate theories and methodologies. From the fundamentals of neural networks to the practical applications in image recognition, natural language processing, and beyond, each chapter is meticulously crafted to provide a holistic view of these cutting-edge technologies. With a blend of theoretical foundations, real-world examples, and hands-on exercises, this book is designed to foster a deep comprehension of the core concepts while igniting your creativity to explore and innovate. Join us on this immersive journey, where you'll not only grasp the essence of AI and deep learning but also cultivate the skills to create intelligent systems that can revolutionize industries, redefine possibilities, and shape the future.

Biographie:
Dr. BalaAnand Muthu earned his PhD from Anna University, India, and currently holds the position of Associate Professor in the Department of Computer Science & Engineering at Tagore Institute of Engineering & Technology, Tamil Nadu, India. Previously, he served as an Associate Professor in the Department of Computer Science & Engineering at Adhiyamaan College of Engineering, India. Dr. BalaAnand Muthu specializes in Big Data Analytics, Social Networks, Internet of Things, and Cloud Computing with applications in healthcare and the environment. He has served as a Guest Editor for several journals from IGI, Inderscience, and Springer publishers. His research contributions extend to IEEE Transactions, SCI, SCIE, and Scopus indexed peer-reviewed journals.In addition to his academic and research roles, Dr. Muthu has conducted Guest lectures, Intensive Workshops, and Hands-on programming sessions in Hadoop, Spark, Grid & Cloud Computing at various technical institutions across India. Furthermore, he actively contributes to the academic community as a reviewer for esteemed journals including Computer Communication, IEEE Access, Multimedia Tools & Applications, International Journal of Parallel Programming, Enterprise Information System, Computer Networks, Measurement, Computer & Electrical Engineering, Wireless Personal Communication, Cluster Computing, Computational Intelligence, IET Transport Systems, and more. Dr. BalaAnand Muthu is a proud member of IEEE and ACM, showcasing his commitment to advancing knowledge and innovation in the field of Computer Science and Engineering.. Dr. C. B. Sivaparthipan completed his Ph.D. in Information Communication Engineering with a focus on Big Data Analytics at Anna University, Chennai, India. He holds a Master's degree in Software Engineering from Hindustan University, Chennai, India, and an M.B.A. in Human Resource Management from Annamalai University, Chidambaram, India. Currently, he serves as an Associate Professor in the Department of Computer Science and Engineering at Tagore Institute of Engineering & Technology, Tamil Nadu, India. Prior to his current role, Dr. Sivaparthipan worked as an Assistant Professor in the Department of Computer Science & Engineering at Adhiyamaan College of Engineering and SNS College of Technology, affiliated with Anna University, Chennai. He initiated his career as an Assistant Professor at JKK Munirajah College of Technology, Erode. In addition to his teaching and research roles, Dr....

Sommaire:
Dr. BalaAnand Muthu earned his PhD from Anna University, India, and currently holds the position of Associate Professor in the Department of Computer Science & Engineering at Tagore Institute of Engineering & Technology, Tamil Nadu, India. Previously, he served as an Associate Professor in the Department of Computer Science & Engineering at Adhiyamaan College of Engineering, India. Dr. BalaAnand Muthu specializes in Big Data Analytics, Social Networks, Internet of Things, and Cloud Computing with applications in healthcare and the environment. He has served as a Guest Editor for several journals from IGI, Inderscience, and Springer publishers. His research contributions extend to IEEE Transactions, SCI, SCIE, and Scopus indexed peer-reviewed journals.In addition to his academic and research roles, Dr. Muthu has conducted Guest lectures, Intensive Workshops, and Hands-on programming sessions in Hadoop, Spark, Grid & Cloud Computing at various technical institutions across India. Furthermore, he actively contributes to the academic community as a reviewer for esteemed journals including Computer Communication, IEEE Access, Multimedia Tools & Applications, International Journal of Parallel Programming, Enterprise Information System, Computer Networks, Measurement, Computer & Electrical Engineering, Wireless Personal Communication, Cluster Computing, Computational Intelligence, IET Transport Systems, and more. Dr. BalaAnand Muthu is a proud member of IEEE and ACM, showcasing his commitment to advancing knowledge and innovation in the field of Computer Science and Engineering.. Dr. C. B. Sivaparthipan completed his Ph.D. in Information Communication Engineering with a focus on Big Data Analytics at Anna University, Chennai, India. He holds a Master's degree in Software Engineering from Hindustan University, Chennai, India, and an M.B.A. in Human Resource Management from Annamalai University, Chidambaram, India. Currently, he serves as an Associate Professor in the Department of Computer Science and Engineering at Tagore Institute of Engineering & Technology, Tamil Nadu, India. Prior to his current role, Dr. Sivaparthipan worked as an Assistant Professor in the Department of Computer Science & Engineering at Adhiyamaan College of Engineering and SNS College of Technology, affiliated with Anna University, Chennai. He initiated his career as an Assistant Professor at JKK Munirajah College of Technology, Erode. In addition to his teaching and research roles, Dr....