Artificial Intelligence: Concepts, Techniques and Applications: A comprehensive introduction to artificial intelligence concepts, core techniques and real world applications | Dr. Rajesh Kumar Verma, Dr. Harshlata Vishwakarma, Ms. Jahanvi Purohit, Dr. Jayarama Pradeep | AGPH Books

Front Cover
AGPH Books, Jul 17, 2025 - Biography & Autobiography

Artificial Intelligence Concepts Techniques and Applications is a clear and practical guide created for students educators and professionals who want to understand artificial intelligence in a meaningful and structured way. The book recognises that learners come from different academic backgrounds. Therefore it presents concepts gradually and logically rather than overwhelming readers with complex theory.

First the book introduces the foundations of artificial intelligence including intelligent agents problem solving methods and knowledge representation. Then it explains core techniques such as search algorithms machine learning neural networks deep learning natural language processing and expert systems in a simple and accessible manner.

Moreover the book places strong emphasis on real world applications of artificial intelligence. It demonstrates how AI is used in areas such as healthcare robotics business intelligence automation data analytics and decision making. Practical examples help readers connect theoretical knowledge with actual industry practices.

In addition the book is written in a student friendly style that supports academic learning. Concepts are explained step by step making them suitable for undergraduate and postgraduate courses in computer science information technology and engineering. At the same time professionals can use the book as a reference to strengthen their understanding of AI fundamentals and current developments.

\Most importantly the book builds confidence and clarity in learning artificial intelligence. It encourages analytical thinking practical understanding and application oriented learning. Whether readers are new to the subject or revisiting core concepts this book provides reliable guidance in navigating the evolving world of artificial intelligence.

 

Selected pages

Contents

Introduction to Artificial Intelligence
1
Intelligent Agents and Problem Solving
25
1
55
Machine Learning Fundamentals
89
Natural Language Processing NLP
119
Expert Systems and Robotics
148
Neural Networks and Deep Learning
181
Ethical Legal and Future Aspects of
207
Copyright

Common terms and phrases

accuracy AI-driven applications artificial intelligence assess automation autonomous vehicles behaviour challenges chapter explored chatbots classification CNNs complex components comprehend computer vision context Convolutional Neural Networks crucial datasets decisions denotes diagnosis domain dynamic efficiency enables enhance environment essential ethical evaluate example expert systems facial recognition facilitate frameworks functions Google guarantee healthcare heuristic https://media.geeksforgeeks.org/wp human language identify image recognition improve inference engine informed search input interactions interpretation knowledge base knowledge representation labelled data layer machine learning machine learning algorithms machine translation medical imaging Natural Language Processing neurons nodes objects ontology operations optimise organised output parsing patterns predicate logic problems propositional logic real-time real-world reflex agents Regression reinforcement learning rule-based systems rules search strategies semantic analysis semantic networks Semi-Supervised Learning sensors service robots significant speech recognition structure supervised Syntax analysis tasks techniques tokenisation training data types understanding uninformed unlabelled unsupervised learning virtual assistants

About the author (2025)

Dr. Rajesh Kumar Verma, is currently serving as a Professor in the Department of Computer Science and Engineering at CMR College of Engineering, Hyderabad. He has 30 years of Industry experience and worked in reputed firms like InterGraph (India),Tata Consultancy Services (TCS),Infosys and Codebees, Hyderabad. He has also worked as a Professor of Practice (PoP) at VNR VJIET, Hyderabad for 1 year. He pursued his B.Tech (CSE) from NERIST, Itanagar, Arunachal Pradesh in 1992, M. Tech. (AI & Robotics) from University of Hyderabad in 1994 and Ph.D. (CSE) from BPUT (Biju Patnaik University of Technology, Odisha) in 2022. As a resource person, he delivered several lectures at VNR VJIET, University of Hyderabad, CMR - Hyderabad, PVP Siddhartha college - Vijayawada, Potti Srimalu - Vijayawada, GITAM and Gayatri Vidya Parishad - Vishakapatnam, C V Raman - Bhubaneswar, Techo College - Agartala and SVCE - Tirupati - India, etc. His research areas include Artificial Intelligence,Big Data, Cloud and Data Science

Dr. Harshlata Vishwakarma, is a Doctorate from Maulana Azad National Insti tute of Technology Bhopal (MANIT) and M.Tech in Remote Sensing and GIS from NIT Bhopal. She received her Bachelor of Engineering Degree in Information Technology from Madhav Institute of Technology and Science (MITS) Gwalior. Presently she is working as Assistant Professor at School of Computer Science and Engineering, VIT Bhopal. She has an academic, industrial and research experience of 12 years. She has many publications in peer-reviewed Internati onal/National journals and conferences in India. Dr. Harshlata Vishwakarma has been an expert speaker in various training programs for Government officials and other faculty development programmes. Her area of research includes Machine Learning, Geo-informatics and Intelligence,Satellite Image Processing.

Ms. Jahanvi Purohit, has done her B. Tech. in Computer Science and Engineering from MANIT Bhopal (MP). She has published more than 15 research papers in reputed journals and conferences. She has a work experience of about 1 year in Kronos Solutions India Pvt. Ltd. a UKG company. Her research interests include Artificial intel ligence,Machine learning,Natural language processing, Humanoid Robotics and IoT. She is presently working as research scholar in the Department of Computer Science and Engineering at Indian Institute of Technology Bombay.

Dr. Jayarama Pradeep (Senior Member, IEEE) received her B.E. in Electrical and Electronics Engineering from Madras University, M.E. in Power Electronics and Drives from Sathyabama University, and Ph.D. in Electrical Engineering from Sathyabama University, Tamil Nadu. She is currently serving as a Professor in the Department of Electrical and Electronics Engineering at St. Joseph’s College of Engineering, Tamil Nadu. With 27 years of teaching experience, her research interests include Power Electronics and Drives, Robotics, Electrical Machines and Control Systems, Industrial Automation, and the Internet of Things.

AG Publishing House | AGPH Books is a transparent, Professional Self Book Publishing house based in Central India, specializing in academic, professional, fiction, and non-fiction books in both print, digital and audio formats. The publishing house produces textbooks, research and reference works, biographies, self-help titles, children’s books, literary fiction, poetry, and general interest publications. With a transparent publishing process and strong digital distribution, AGPH Books ensures global availability through Google Books, Amazon, Flipkart, and its official website store, supporting authors and institutions in reaching a wide and diverse readership.

Bibliographic information

TitleArtificial Intelligence: Concepts, Techniques and Applications: A comprehensive introduction to artificial intelligence concepts, core techniques and real world applications | Dr. Rajesh Kumar Verma, Dr. Harshlata Vishwakarma, Ms. Jahanvi Purohit, Dr. Jayarama Pradeep | AGPH Books
AuthorsDr. Rajesh Kumar Verma, Dr. Harshlata Vishwakarma, Ms. Jahanvi Purohit, Dr. Jayarama Pradeep
PublisherAGPH Books, 2025
ISBN819905249X, 9788199052499
Subjects ›  › 

Biography & Autobiography / Science & Technology
Computers / Artificial Intelligence / Computer Vision & Pattern Recognition
  
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