Showing results by author "Ajit Singh" in All Categories

This book, "Design and Modeling Vector Database," provides a comprehensive, hands-on, and academically rigorous introduction to the world of vector databases. It is designed to serve as the primary textbook for undergraduate and postgraduate courses on modern database systems, AI/ML engineering, and data science. Philosophy: My core philosophy is "Learn by Building." I believe that the most profound understanding comes from bridging the gap between theory and practice. This book demystifies the magic behind AI-powered search and retrieval by breaking down complex systems into their ...

"AI Agents and Autonomous Systems" is a comprehensive, modern, and practical guide designed to navigate the exciting landscape of intelligent systems. This book serves as both a university textbook and a hands-on manual for anyone looking to understand, design, and build the next generation of AI. In an era where AI is moving from a passive tool to an active participant, understanding the principles of autonomy is no longer optional—it is essential. We cut through the hype and provide a clear, structured pathway from foundational theories to the implementation of cutting-edge, LLM-powered...

"Drone Technology: Building from Scratch" is a comprehensive, hands-on guide designed to take readers from foundational principles to the construction and programming of a fully functional autonomous drone. This book serves as both a university textbook and a practical project manual, meticulously designed for the next generation of engineers and technologists. Philosophy: The core philosophy of this book is "learning by building." I believe that abstract concepts in engineering and computer science become concrete and memorable only when they are applied to create something tangible. This ...

This book is not about building your first chatbot. It's about taking that chatbot and making it reliable, scalable, and observable for millions of users. It's the definitive guide to MLOps for Language Models (LLMOps), covering the entire production lifecycle. Why It's a Market Gap: Most books stop at the response = chain.invoke() step. The immense complexity of logging, monitoring, CI/CD, A/B testing, and managing regressions in LLM systems is a huge pain point with almost no consolidated literature. Key Features: 1. End-to-End Lifecycle Coverage: From initial system design and prompt ...

"Cloud Native AI: From Monolith to Micro-intelligence" is a comprehensive, practical-first guide designed to bridge the critical gap between Artificial Intelligence development and modern Cloud Native operations. This textbook serves as both a foundational learning resource for students and a practical handbook for professionals, navigating the complete journey from a theoretical AI model to a fully operational, scalable, and resilient production service. Philosophy The core philosophy of this book is "learning by doing." We believe that true mastery of a technical subject like Cloud Native...

"Distributed Machine Learning Systems" is a comprehensive textbook and practical guide designed to navigate the exciting and complex intersection of machine learning and distributed computing. It serves as a one-stop resource for students, academics, and professionals seeking to understand, design, and implement machine learning solutions at scale. Philosophy The core philosophy of this book is to bridge the gap between theory and practice. Machine learning is not merely a collection of algorithms; it is an engineering discipline. Similarly, distributed systems are not just theoretical ...

"The AI Workforce : Digital Employees" is a comprehensive textbook and practical guide designed for the next generation of engineers, developers, and technology leaders. It navigates the cutting-edge intersection of Artificial Intelligence, software engineering, and business operations, focusing on the paradigm shift from AI as a tool to AI as an autonomous, role-based "Digital Employee." Philosophy The core philosophy of this book is "Applied AI in Action." We move beyond the abstract theory of algorithms and delve into the practicalities of building real-world AI systems that perform ...

"Artificial Intelligence and Neural Networks" is meticulously crafted to serve as a comprehensive and contemporary guide for undergraduate (B.Tech) and postgraduate (M.Tech) students navigating the intricate yet fascinating landscape of AI. In an era where AI is reshaping industries and everyday life, this book aims to equip students with a robust theoretical foundation, practical insights, and an ethical understanding of AI technologies, aligning seamlessly with the forward-thinking National Education Policy (NEP) 2020, the rigorous standards of the All India Council for Technical ...

"AI for Materials Science" is a comprehensive and accessible textbook designed for undergraduate (B.Tech) and postgraduate (M.Tech) students of engineering and science. In an era where data has become the most valuable resource, this book provides a roadmap for leveraging Artificial Intelligence and Machine Learning to revolutionize the field of materials research and development. It systematically bridges the gap between the principles of materials science and the powerful algorithms of AI, equipping students with the knowledge and practical skills needed to design the materials of the ...

"AI and Robotics: Integrating Intelligence into Machines" is intended for senior undergraduate (B.Tech) and postgraduate (M.Tech) students in Computer Science, Electrical Engineering, Mechanical Engineering, Mechatronics, AI, and Robotics. It can serve as a primary textbook for integrated courses on AI and Robotics, or as a valuable supplementary resource for specialized courses within these domains. Educators will find the structured approach, coupled with examples and potential project ideas hinted at through the content, conducive to designing engaging and effective learning experiences....

About the Book This book provides a direct and practical pathway into the world of game theory, specifically tailored for application in game design and artificial intelligence development. It demystifies a powerful academic subject and transforms it into an accessible, hands-on tool for creators. Philosophy The guiding philosophy of this book is "Application over Abstraction." I believe that theoretical knowledge becomes truly valuable when it can be used to build something tangible. Every concept introduced is framed around a central question: "How can I use this to make a game's AI ...

About the Book "Agentic System Development" is a comprehensive, practical-oriented textbook designed to guide undergraduate (B.Tech) and postgraduate (M.Tech) computer science students, as well as aspiring AI developers, through the principles, design, and implementation of autonomous agentic systems. Philosophy The core philosophy of this book is "Learning by Doing." I believe that the most profound understanding of complex systems comes from building them from the ground up. This book systematically demystifies agentic AI by breaking it down into manageable, understandable, and ...

"Optimization Algorithms Using AI" is a comprehensive, practical, and student-centric textbook designed to introduce the synergistic relationship between Artificial Intelligence and the field of optimization. It meticulously bridges the gap between theoretical concepts and their real-world applications, equipping students and professionals with the skills needed to solve some of the most challenging problems in science, engineering, and business. Key Features of the Book: 1. Beginner to Advanced Trajectory: The book caters to all levels of learners, starting with basic definitions and ...

"Intent-Based Languages: Code What, Not How" is a comprehensive textbook and practical guide designed for the modern era of software engineering and system administration. It systematically explores the principles, design, and application of intent-based systems, a paradigm that is rapidly becoming the cornerstone of cloud computing, networking, and DevOps. Philosophy The core philosophy of this book is to empower learners to transcend traditional imperative programming. For too long, we have been mired in the minutiae of how a system should perform its tasks. This book champions a higher ...

"The Intent Revolution: Programming in the Age of AI" is a comprehensive guide to the next major paradigm shift in software engineering. It is designed to equip students and developers with the mindset, skills, and tools necessary to excel in an era where artificial intelligence is a first-class collaborator in the coding process. Key Features of This Book: 1. Beginner to Advanced Progression: The book starts with fundamental concepts and gradually moves to advanced topics like system architecture, ethics, and a full-stack capstone project, ensuring a smooth learning curve. 2. Simple ...

"Brain-Computer Interfaces : A Practical Approach" is a comprehensive and forward-looking textbook designed to guide undergraduate and postgraduate students through the fascinating world of interfacing the human brain with computers. In an age where technology is becoming increasingly integrated with our lives, BCI stands out as the ultimate human-computer interface, offering unprecedented possibilities for medical treatment, human augmentation, and interactive experiences. This book serves as both a foundational guide for newcomers and a valuable reference for advanced learners, bridging ...

"Llama: State-of-the-Art Technology" is a comprehensive, practical, and student-centric guide to understanding and mastering the Llama family of Large Language Models. This book serves as a one-stop resource that takes the reader from the foundational principles of language models to the deployment of sophisticated, real-world AI applications. It is meticulously designed to bridge the gap between academic theory and industry practice, making it an essential text for the next generation of AI professionals. Key Features of This Book: 1. Beginner to Advanced Progression: The book starts with ...

"Mastering Cybersecurity using Generative AI" is a comprehensive, practical, and forward-looking textbook designed to bridge the gap between the theoretical concepts of Artificial Intelligence and the practical demands of modern Cybersecurity. It serves as both a university-level textbook and a professional's guide to understanding and leveraging the transformative power of Generative AI in defending our digital assets. Key Features of This Book: 1. Globally Compatible Syllabus: The topics covered are universal and map directly to cybersecurity and AI courses in universities worldwide, ...

About the Book "Data Structure and Algorithm" provides a balanced and practical guide to the core concepts that underpin modern computing. This book serves as both a textbook for students and a handbook for practitioners. Philosophy The philosophy of this book is captured in its "Simply In Depth." The goal is to demystify complex topics by presenting them in the simplest possible terms, without sacrificing the depth required for a true and lasting understanding. I have focused on building intuition rather than relying on dense mathematical proofs. This book uses the abstract Big O notation ...

"Building AI Agent for SQL from Scratch" is written from a fundamental educational philosophy: the most profound way to understand a complex system is to build it. While many texts explore the theoretical underpinnings of Large Language Models (LLMs) or the high-level applications of AI, a critical gap exists for a practical, step-by-step guide that empowers a student or developer to construct a functional, real-world AI agent from its foundational components. This book is engineered to fill that gap. Philosophy The core philosophy of this book is "learning by doing." I believe that true ...