Artificial Intelligence and Machine Learning
Prof. Ajmera Rajesh, Dr. J. Latha
Indexed In: Google scholar
Release Date: 22/06/2024 | Copyright:© 2024 | Pages: 400
DOI: 10.71443/9788197282164
ISBN10: 8197282161 | ISBN13: 9788197282164
This book offers a comprehensive exploration of Artificial Intelligence (AI), from its foundational concepts to advanced applications across various fields. It begins with an introduction to AI's history, evolution, and key concepts, followed by an in-depth analysis of intelligent agents, problem-solving techniques, and machine learning algorithms. The book delves into data preprocessing, supervised and unsupervised learning, ensemble methods, neural networks, deep learning, and reinforcement learning. It also covers AI applications in Natural Language Processing, Computer Vision, Healthcare, Finance, and Autonomous Systems, highlighting their impact and potential. Each chapter provides practical insights, ethical considerations, and future directions, making this book an essential resource for learners, scholars, and practitioners aiming to harness AI's transformative power in their respective domains. Whether reader are new to AI or seeking to deepen your understanding, this book equips with the knowledge and tools to navigate the rapidly evolving AI landscape.
This book provides a comprehensive exploration of artificial intelligence (AI), covering its history, evolution, and key concepts, while delving into advanced topics such as intelligent agents, machine learning, neural networks, and deep learning. It examines AI's applications across various industries, including healthcare, finance, natural language processing, computer vision, and autonomous systems. The book also addresses the challenges, limitations, and ethical considerations in AI development and implementation. With in-depth analysis of problem-solving techniques, ensemble methods, reinforcement learning, and AI's role in emerging technologies, this book is an essential resource for learners, scholars, and practitioners seeking to comprehend and implement AI across various disciplines.
Ajmera Rajesh completed his B. Tech (ECE) from KITS-Warangal and M.Tech.(CSE) from JNTU-Hyderabad. Currently he is working as an Assistant Professor in the Department of Computer Science at University Arts and Science College Kakatiya University-Warangal Telangana, India. He has published 8 papers in various national and international peer reviewed journals. He has 15 years of teaching experience. He taught several courses to UG and PG students and guided several UG and PG projects. He is working as reviewer for various peer- reviewed reputed journals.
Dr J. Latha pursed her BE(EEE) & ME (Applied Electronics) in Government College of Technology Coimbatore under Bharathiyar university and her phd in Anna University chennai. She was working as an assistant professor in EEE department faculty of engineering avinashilingam deemed university, coimbatore. She has attended conferences, faculty development programs and has published papers in conferences/journals. At present she is working in electrical power engineering department, university of technology &applied science, shinas sultanate of oman.her area of interest is electrical principles,electrical machines,control systems ,artificial intelligence, neural network digital image processing.