Mostrando resultados por autor "Ajit Singh" en Todas las categorías

"Understanding Mixture of Experts" is a comprehensive and accessible guide to one of the most transformative architectural paradigms in modern Artificial Intelligence. As AI models grow to unprecedented sizes, the Mixture of Experts (MoE) approach has emerged as the key to unlocking scalable, efficient, and powerful intelligence. This book demystifies MoE, guiding readers from foundational principles to the practical implementation of state-of-the-art systems. It is designed to be the definitive resource for students, researchers, and professionals eager to master this critical technology. ...

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 ...

"Meta Learning: Building the Next Generation of AI" is a comprehensive and practical guide designed to navigate the reader from the fundamental principles to the advanced applications of meta-learning. It serves as both a textbook for students and a handbook for practitioners, meticulously crafted to be a one-stop resource for mastering the art and science of "learning to learn." Philosophy: The core philosophy of this book is built on two pillars: demystification and empowerment. Meta-learning is often perceived as an abstract and mathematically dense field, accessible only to a select few...

"Software Engineer with Generative AI" is a comprehensive, practical, and accessible guide designed to equip the modern software engineer with the skills and knowledge required to build the next generation of intelligent applications. This book serves as a bridge between traditional software development and the cutting-edge field of Generative AI, providing a structured pathway from fundamental concepts to advanced, real-world implementation. Key Features: 1. Beginner to Advanced Progression: The book starts with the absolute basics, assuming no prior AI knowledge, and gradually builds up ...

"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...

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 ...

About the Book This book is a comprehensive, hands-on guide to designing, building, and deploying Agentic RAG systems. It moves beyond traditional, static information retrieval to explore the new frontier of self-correcting, autonomous knowledge systems powered by Large Language Models. By the end of this book, you will not just understand Agentic RAG; you will have built it. You will possess the practical skills to create robust, self-correcting knowledge systems that can reason, adapt, and provide a level of accuracy and reliability that was previously unattainable. Philosophy The core ...

"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...

"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-...

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 ...

About the Book "Analog Computing: Moving Beyond Classical Logic" is a comprehensive and accessible textbook designed to introduce undergraduate (B.Tech) and postgraduate (M.Tech) students of Computer Science and related engineering disciplines to the fascinating world of analog computing. As the limits of traditional digital computing become more apparent, especially in the context of energy-intensive AI applications, analog computing has re-emerged as a critical area of innovation. This book serves as a bridge between the historical foundations of the field and its cutting-edge, modern ...

This book provides a comprehensive, step-by-step guide to building and deploying Large Language Models (LLMs) from the ground up. It is designed to be a practical, hands-on manual for students and developers, prioritizing implementation and application over abstract theory. Its primary objective is to demystify the end-to-end lifecycle of an LLM, presenting it not as an arcane art but as an engineering discipline that can be learned, practiced, and mastered. We dispense with unnecessary jargon and abstract theory, focusing instead on a direct, hands-on, and step-by-step methodology. My ...

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 ...

"Cyber Law In India" is a comprehensive textbook and practical guide meticulously designed to navigate the dynamic and complex legal landscape of the digital world. The book is oriented to its title, providing an in-depth yet accessible exploration of India's cyber legal framework, contextualized with global standards and emerging technological trends. NEP 20 COMPLIANT Philosophy The core philosophy of this book is to bridge the gap between technology and jurisprudence. It operates on the principle that an effective understanding of cyber law cannot be achieved by studying legal statutes in...

"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 ...