Showing results by author "Ajit Singh" in All Categories

About the Book This book provides a comprehensive, practical, and step-by-step guide to conceptualizing, designing, building, and operating a specialized AI Security Operation Center (AI-SOC). It is singularly focused on the discipline of defending an organization's own AI and Machine Learning models from unique and emerging threats. Philosophy The core philosophy of this book is that AI systems should be treated as first-class citizens within a security program, not as black-box applications monitored by traditional tools. We advocate for a proactive, specialized defense strategy. The ...

The core philosophy of this book is "Intuition First, Theory Second, Practice Always." State Space Models (SSM) emerge from the intersection of advanced mathematics (linear algebra, differential equations) and cutting-edge deep learning. A purely theoretical approach can be intimidating, while a purely code-based approach can leave the learner without a deep understanding. This book carefully balances the two. We will start by building an intuitive understanding of why a new model is needed, then introduce the necessary mathematical theory in a digestible manner, and immediately solidify ...

"Agent-Driven Software Engineering" is a comprehensive textbook and practical guide designed to introduce students, educators, and professionals to the next paradigm in software development. This book systematically explores the art and science of building complex software systems using autonomous, intelligent agents. It moves beyond traditional programming models to an approach where software is an emergent property of a society of collaborating, problem-solving entities. Key Features: 1. Beginner to Advanced Trajectory: The book follows a logical progression, starting with fundamental ...

"Speech Technology" is a comprehensive, modern, and practical guide designed to take you from the first principles of speech science to the deployment of advanced conversational AI systems. In a world increasingly reliant on voice-driven interfaces, this textbook serves as an essential resource for students, educators, and practitioners. It systematically covers the entire spectrum of speech technology, ensuring a solid theoretical foundation is immediately reinforced with practical, hands-on applications. Key Features: 1. Beginner to Advanced Trajectory: The 10-chapter arc provides a ...

"Reversible Computing" provides a comprehensive and accessible introduction to one of the most promising paradigms for the future of technology. As conventional computing approaches its fundamental thermodynamic limits, the principles of reversible computation offer a path toward virtually zero-power information processing. This textbook meticulously bridges the gap between the abstract theoretical physics of computation and the practical engineering of digital systems, making this complex subject understandable for students and enthusiasts alike. Pedagogical Approach: 1. Simple Language: ...

"Design and Modeling AI Applications" is a comprehensive textbook and practical guide meticulously crafted for undergraduate and postgraduate students of computer science and engineering. It provides a structured, end-to-end blueprint for conceptualizing, designing, building, and deploying AI agents for task automation. Philosophy The core philosophy of this book is "Architecture before Algorithm." We believe that a successful AI application is the product of sound engineering design, not just a powerful model. Consequently, this book emphasizes the entire system lifecycle, from requirement...

This book, "Graph Database Modeling," is born out of the necessity to equip the next generation of technologists, engineers, and data scientists with the mindset and skills required to navigate this new paradigm. It is designed to be more than just a technical manual; it is a guide to mastering the art and science of modeling the world as it truly is—a network of interconnected entities. Key Features: 1. NEP 2020 Aligned Pedagogy: Focuses on conceptual understanding and practical skill development over rote learning. 2. Lucid and Simple Language: Complex topics are broken down into easy-...

In recent times, the number of Internet of Things (IoT) devices/sensors increased tremendously. To support the computational demand of real-time latency-sensitive applications of largely geo-distributed IoT devices/sensors, a new computing paradigm named ‘Fog computing’ has been introduced as the demerits of cloud computing lie in the velocity, bandwidth, and privacy of data. Fog computing is an extension of cloud computing, and it is one of the most important archetype in the current world. Fog computing is like cloud computing as it provides data storage, computation, processing ...

"Building AI-Powered Games from Scratch" is a comprehensive, practical guide designed to teach students, hobbyists, and aspiring developers how to build Artificial Intelligence systems for games from the ground up. It methodically moves from foundational principles to advanced machine learning techniques, with a relentless focus on hands-on implementation. Philosophy The core philosophy of this book is "Code First, Theory Second." I believe the most effective way to understand complex AI concepts is to build them. Instead of getting bogged down in dense academic theory, each topic is ...

"Prompt Ops: The Prompt Engineering Lifecycle" is the definitive, first-of-its-kind textbook that systematically addresses the critical need for operationalizing prompt engineering. As generative AI transitions from research labs to mainstream enterprise applications, the ad-hoc methods of managing prompts are no longer sufficient. This book introduces "Prompt Ops," a comprehensive framework that applies the robust, battle-tested principles of DevOps and MLOps to the complete lifecycle of prompts—from design and development to testing, deployment, and ongoing monitoring. This book serves ...

"Developing LangGraph Apps From Scratch" is a comprehensive, hands-on guide designed to equip readers with the skills to build, deploy, and manage sophisticated, stateful applications powered by Large Language Models (LLMs) using the LangGraph framework. This book is meticulously crafted to be a practical, step-by-step manual for creating applications that can reason, plan, and execute complex tasks in a cyclical, agentic manner. Philosophy The core philosophy of this book is "learning by building." I believe that proficiency in a technical framework is best achieved through direct, hands-...

This book is a comprehensive, practical, and systematic guide designed to take you from the fundamental concepts of neural networks to building and deploying sophisticated Generative AI applications. It is engineered for learners who prefer a hands-on, "learn-by-doing" approach over abstract theoretical discourse. Philosophy The guiding philosophy of this book is "construction over theory." I believe the most profound understanding of a complex system comes from building it from its elementary parts. Instead of just describing what a Transformer model is, we will build the essential ...

What is this Book About? "Agentic Search" is a comprehensive guide to the next generation of artificial intelligence, where AI systems move beyond simply answering queries to autonomously performing complex tasks and achieving goals on your behalf. This book demystifies the technology behind AI agents—intelligent systems that can perceive their environment, reason, plan, and act. We explore how the power of Large Language Models (LLMs) is being harnessed to create sophisticated agents that can browse the web, use software tools, write code, and collaborate with each other to solve ...

As we stand on the precipice of a new age, the integration of generative AI and large language models (LLMs) into our daily lives is not merely a trend; it is a paradigm shift. These technologies are not just tools; they are catalysts for innovation, enabling us to tackle some of the most pressing challenges of our time. From enhancing patient care in healthcare systems to personalizing learning experiences in education, from optimizing crop yields in agriculture to revolutionizing energy management, the applications of generative AI are as diverse as they are impactful.In the realm of ...

"The Era of Ambient Intelligence" is a comprehensive textbook designed to introduce students, educators, and professionals to the fascinating world of Ambient Intelligence (AmI). AmI represents the next wave of computing, where technology seamlessly and intelligently integrates into our environments to provide context-aware, personalized services. This book provides a systematic and practical exploration of the principles, technologies, design, and applications of AmI systems. Key Features: 1. Comprehensive & Sequential Coverage: The ten chapters are logically organized to guide the reader ...

"Edge Databases" is a comprehensive, practical, and accessible guide to the world of data management at the network's edge. The book navigates the paradigm shift from centralized cloud data storage to decentralized, edge-native database systems. It is meticulously designed for students and professionals to master the principles, technologies, and best practices required to build modern, responsive, and resilient applications for the IoT, mobile, and real-time AI era. Key Features: 1. Comprehensive & Structured Coverage: From the history and evolution of databases to a complete capstone ...

This book, "AI in Education," was born out of a necessity to bridge the gap between the theoretical constructs of Artificial Intelligence and their practical, impactful application within the educational ecosystem. While numerous texts delve into the depths of machine learning algorithms or the philosophies of pedagogy, there exists a critical need for a unified resource that speaks to both domains. This book is designed to be that bridge. It is crafted for the aspiring B.Tech and M.Tech students who will build the future of educational technology, for the educators who will wield these new...

"AI-Assisted & Generative Software Engineering" is a comprehensive, practical, and forward-looking guide designed to equip the next generation of software engineers with the skills required to thrive in an AI-driven world. This book meticulously demystifies the integration of artificial intelligence across the entire software development lifecycle (SDLC), transforming it from a theoretical concept into a set of tangible, applicable skills. Key Features: 1. Hands-On Approach: Every chapter includes practical examples, tutorials, and case studies. The emphasis is on "doing" rather than just "...

"Cloud-Edge Convergence" provides a comprehensive, hands-on exploration of one of the most transformative architectural shifts in modern computing. This book demystifies how the centralized power of the cloud and the distributed, real-time responsiveness of the edge can be combined to build next-generation intelligent systems. It serves as an essential guide for students and professionals aiming to master the principles, technologies, and practical skills required to design and deploy robust, scalable, and efficient distributed applications. Key Features: 1. Comprehensive Coverage: Offers a...

This book, "Building Autonomous AI Agents with LangGraph: A Developer’s Guide," is born from a desire to demystify the art and science of agent creation. My goal is to provide a clear, practical, and hands-on journey for students and developers alike. We will start from the absolute fundamentals—what an agent is and why we need them—and progressively build our way up to deploying a sophisticated, autonomous research assistant. Every concept is introduced with a clear purpose, immediately followed by practical code examples, and contextualized with real-world scenarios. I believe that ...