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

"The NoSQL Design & Modeling Solution" is a comprehensive, practical-oriented guide designed for students and professionals of computer science and information technology. It provides a thorough exploration of non-relational databases, focusing on the critical skills of data modeling, system design, and real-world implementation. Philosophy The core philosophy of this book is "learning by doing." We operate on the principle that true understanding of NoSQL databases comes not from memorizing definitions, but from grappling with design trade-offs and implementing practical solutions. The ...

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-...

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 ...

This textbook, "Reinforcement Learning," is conceived with the vision of providing a comprehensive, accessible, and contemporary introduction to this fascinating field. It is meticulously designed to cater to the learning needs of undergraduate (B.Tech) and postgraduate (M.Tech) students in Computer Science, Artificial Intelligence, Data Science, and related engineering disciplines. Recognizing the evolving landscape of technical education, this book is strictly aligned with the ethos of the National Education Policy (NEP) 2020 and the guidelines set forth by the All India Council for ...

"Hands-on Large Language Models from Scratch" is a practical guide designed to transition the reader from a theoretical understanding of AI to a functional capability in building and deploying Large Language Models. This book is engineered to be a comprehensive, step-by-step manual for students and developers. Philosophy The core philosophy of this book is learning by doing. I believe that true comprehension in a technical field is achieved not by passive reading but by active implementation. Every chapter is structured around a practical outcome, where theoretical concepts are introduced ...

This text of this book "The Transformer Architecture : AI Revolution" is structured to cater to a wide audience, from undergraduate (B.Tech) students taking their first steps into deep learning to postgraduate (M.Tech) scholars and professionals seeking to master the state-of-the-art. We start with the foundational building blocks, assuming only a basic knowledge of programming and machine learning, and progressively build up to advanced concepts like BERT, GPT, and Vision Transformers. Every chapter is a stepping stone, designed to build your confidence and competence. Key Features of This...

Industrial Internet of Things 4.0 is a comprehensive and timely resource designed to navigate the exciting and transformative landscape of the Fourth Industrial Revolution, commonly known as Industry 4.0. At the heart of this revolution lies the seamless integration of physical and digital systems, powered by the Industrial Internet of Things (IIoT). This book posits IIoT not merely as a collection of connected devices, but as a complex ecosystem enabling unprecedented levels of automation, optimization, and predictive capabilities across diverse industrial sectors including manufacturing, ...

"Quantum Communication & Cryptography: The Future of Secure Data" is a comprehensive and accessible textbook designed to introduce students, educators, and professionals to the revolutionary world of quantum-powered secure communications. As quantum computers threaten to break today's cryptographic standards, this book provides a vital, forward-looking guide to the next generation of security solutions. Key Features of This Book: 1. Conceptual Clarity: Complex topics like superposition, entanglement, and quantum measurement are explained using simple analogies, real-life examples, and step-...

The era of static Artificial Intelligence is drawing to a close. For years, the standard paradigm has been to train a model on a massive dataset, deploy it, and hope its performance remains stable. However, the real world is not a static dataset. It is a dynamic, ever-changing environment where user preferences shift, new data patterns emerge, and unforeseen events occur. Consequently, deployed AI models often suffer from "concept drift," their accuracy and relevance decaying silently over time, necessitating costly and cumbersome manual retraining cycles. This book, "Self-Improving ...

"Enterprise Agentic AI" is a comprehensive, practical, and implementation-oriented guide designed to equip students and professionals with the skills required to build and deploy autonomous AI agents in real-world business environments. This book demystifies the process of creating intelligent systems that can perceive, reason, plan, and act, moving beyond traditional machine learning models into the realm of goal-oriented, autonomous action. The landscape of Artificial Intelligence is undergoing its most significant transformation since the advent of deep learning. We are moving from an ...

The advent of powerful Generative AI (GenAI) models, particularly Large Language Models (LLMs), has created an inflection point in the technology industry. The conversation is rapidly shifting from the theoretical capabilities of AI models to the practical engineering of AI systems. A brilliant model is only potential; a well-designed system is a solution. "Mastering AI System Design With GenAI & RAG" is a direct response to this industry-wide shift. It is architected from the ground up to be a definitive, hands-on guide for building the robust, reliable, and intelligent applications that ...

Cloud Computing has recently emerged as one of the buzzwords of ICT industry. Numerous IT vendors are promising to offer computation, storage and application hosting services and to provide coverage in several continents, offering service-level agreements backed performance and uptime promises for their services. While these clouds are the natural evolution of traditional data centers, they are distinguished by exposing resources as standards-based Web services and following a utility pricing model where customers are charged based on their utilization of computational resources. This book ...

This book, "AI-Driven Development," is written from the necessity to bridge the gap between traditional software engineering principles and this exciting new frontier. As educators and practitioners, I observed a burgeoning demand for a structured, accessible, and practical guide that could demystify AI's role in the software development lifecycle (SDLC). I wanted to create a resource that empowers the next generation of developers not to fear automation, but to harness it; to see AI not as a competitor, but as the most powerful collaborator they will ever have. Key Features of This Book: 1...

The world of software development is undergoing its most significant transformation since the dawn of the internet. Artificial Intelligence is no longer a futuristic concept but a present-day reality, fundamentally reshaping how we design, build, test, and deploy software. This book, "AI-Augmented Software Development Lifecycle," serves as your definitive, hands-on guide to navigating this new frontier. It bridges the gap between the abstract potential of AI and the concrete, day-to-day work of a software developer, providing the practical skills necessary to thrive in the next era of ...

"Generative Agentic AI" is a comprehensive textbook and practical guide designed to navigate the exciting confluence of generative AI and autonomous agent technology. It systematically demystifies how we can empower Large Language Models (LLMs) and other foundation models to not only generate content but to actively reason, plan, and execute complex tasks in both digital and physical environments. This book bridges the gap between theoretical knowledge and practical implementation, making it an essential resource for the next generation of AI engineers and developers. Key Features: 1. ...

Philosophy: From Consumer to Creator The guiding philosophy of Embedding Computing is "learning by doing." The book is founded on the belief that the most effective way to understand embedded systems is to build them. While theory provides the "why," practical application provides the "how"—and it is the "how" that transforms a student into an engineer. Every chapter is structured to take you from concept to code, from schematic to a functioning circuit. It intentionally prioritizes application, treating theoretical discussions as the essential scaffolding needed to support hands-on ...

"AIOps: Inevitable Future of IT" is a comprehensive and accessible guide to the revolutionary field of Artificial Intelligence for IT Operations. In an era where digital systems are overwhelmingly complex, this book provides a clear roadmap for leveraging AI and machine learning to automate and intelligently manage IT infrastructure. It takes the reader on a structured journey from the fundamental "why" and "what" of AIOps to the advanced "how" of building, deploying, and operating AI-driven systems. This book is not just a theoretical treatise; it is a practical handbook designed to equip ...

"IIoT 5.0: Human-Centric Industrial Transformation" provides a comprehensive, accessible, and practical exploration of the next wave of industrial transformation, where the Industrial Internet of Things (IIoT) converges with the human-centric principles of Industry 5.0. This book is meticulously designed to serve as a definitive guide for students, educators, and professionals, bridging the critical gap between theoretical knowledge and real-world application. It navigates the journey from the fundamental building blocks of IIoT to the design and deployment of sophisticated, collaborative ...

"Beyond GPT: Neuro-Symbolic AI" provides a comprehensive and accessible pathway into one of the most promising and critical areas of modern Artificial Intelligence. As the limitations of purely data-driven models like GPT become more apparent, the need for systems that combine learning with reasoning has never been more urgent. This book serves as both a theoretical guide and a practical handbook for understanding, designing, and implementing Neuro-Symbolic AI systems. To Whom This Book Is For: 1. B.Tech/M.Tech Computer Science Students: The book is designed as a primary textbook for ...

"Software Architecture and Design Patterns" is an intensely practical, hands-on guide written for the modern software developer to understanding and applying the core concepts of software architecture and design patterns. In a world where technology evolves at a breakneck pace, the principles of good design and robust architecture remain the timeless foundation of all successful software. This book is dedicated to teaching those principles not as abstract theory, but as a tangible craft. It is built to bridge the critical gap between writing lines of code and architecting resilient, ...