Artificial Intelligence and Machine Learning, 1e (Paperback, Pradeep Singh, Tapan K Gandhi, Balasubramanian Raman)

This book is designed to introduce beginners to the foundational concepts and techniques that underpin AI, focusing on key concepts of Artificial Intelligence from basic to advanced. The aim is to provide a comprehensive guide that bridges theory and practice, empowering readers to harness the power of data to build intelligent solutions. Structured to facilitate a gradual and in-depth understanding, the book takes readers through the essential aspects of Artificial Intelligence, Machine Learning, and Data Science, along with important concepts such as Reinforcement Learning, Neural Networks and Deep Learning, Natural Language Processing (NLP), and advanced machine learning techniques. To enrich the learning experience, practical examples and exercises are included in every chapter, and future trends in AI are explored to inspire continuous curiosity and engagement with new advancements in this dynamic field. Salient Features: Comprehensive textbook covering Artificial Intelligence (AI) and Machine Learning (ML), Aligned with the syllabi of universities across India where AI and ML are combined subjects, Emphasis on hands-on learning through code snippets, practical examples, and real-world case studies, Inclusion of the latest methodologies, tools, and trends in Data Science and AI, Discusses related topics such as NLP, Deep Learning, Neural Networks, Data Mining, and Data Warehousing.