Artificial Intelligence is rapidly transforming the way we live, work and make decisions. From intelligent applications and machine learning systems to AI-powered assistants, the technology is becoming an integral part of everyday life. But how can we truly understand the concepts behind AI and make informed decisions in an increasingly technology-driven world?
In Fundamentals of AI, Sandeep Kumar Mahato presents an accessible and practical guide for readers seeking to understand, build and work with Artificial Intelligence and its models. Designed to simplify a complex and evolving subject, the book takes readers on a structured journey from the foundations of AI to some of the most significant developments shaping its future.
Beginning with the history and fundamental principles of Artificial Intelligence, the book gradually explores classical Machine Learning, Neural Networks, MLOps, Model Context Protocol (MCP), Retrieval-Augmented Generation (RAG), Agentic AI and Large Language Models (LLMs). Through clear explanations and real-life examples, it connects theoretical concepts with practical applications, helping readers recognise how AI is already influencing their daily lives.
Whether readers are involved in software development, product management, business strategy or simply curious about emerging technologies, the book offers valuable insights into understanding AI and its possibilities. Its emphasis on straightforward language makes it approachable for learners who may not have an extensive technical background.
Sandeep Kumar Mahato works at the intersection of business and technology, bringing over two decades of experience in project management, AI product management and the development of Agentic AI systems. Based in Bengaluru, India, he combines practical industry knowledge with a strong belief that Artificial Intelligence can be understood by anyone willing to learn, provided they have the right foundation and guidance.
As AI continues to reshape the world, understanding it is no longer just an advantage—it is an essential skill. Discover Fundamentals of AI and take your first step towards building a deeper understanding of intelligent technologies and the opportunities they create.