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

"Essential of GPT-5: Architecture, Design, Implementation, and Application" is a pioneering textbook meticulously crafted for the next generation of engineers, data scientists, and technology leaders. In an age defined by the rapid advancements of Artificial Intelligence, this book serves as your comprehensive guide to understanding and mastering the most anticipated language model to date. Key Features: 1. Progressive Learning Curve: Starts with the fundamentals of NLP and Transformers and gradually builds up to the advanced, forward-looking concepts of GPT-5. 2. Hands-On Practicals: Every...

This book, "Biocomputing and DNA Data Storage," is born from the confluence of this biological marvel and the relentless demands of modern computation. It serves as a comprehensive guide to a field that is no longer the realm of science fiction but an emerging and vital area of scientific and engineering inquiry. We will journey from the foundational principles of molecular biology to the cutting-edge algorithms that translate binary data into the four-letter alphabet of life (A, T, C, G) and back again. Key Features of This Book: 1. Beginner to Advanced Progression: The ten chapters are ...

This book provides a comprehensive, structured, and hands-on exploration of Analog AI, a revolutionary computing paradigm designed to overcome the limitations of traditional digital systems for artificial intelligence workloads. It explores the domain of Analog AI, where computation is performed not through discrete bits of 0s and 1s, but through the continuous, physical properties of matter. It serves as a definitive guide for students and professionals seeking to understand, design, and implement AI systems using analog hardware. Philosophy The core philosophy of this book is that the ...

About the Book "Working With Quantum Databases" is a comprehensive, practical guide designed to demystify the field of quantum data management. It serves as both a textbook for students and a hands-on manual for professionals, bridging the gap between foundational quantum theory and real-world application. Philosophy The core philosophy of this book is "learning by doing." I believe that true understanding in a technical field comes not from memorizing theories, but from building and interacting with the technology itself. This book systematically strips away unnecessary complexity to focus...

"Building RAG Apps from Scratch" is a comprehensive, practical-first guide designed to equip computer science students and developers with the skills to create sophisticated AI applications using the Retrieval-Augmented Generation (RAG) architecture. It systematically deconstructs the RAG pipeline into manageable, buildable components, focusing on implementation over abstract theory. Philosophy The core philosophy of this book is "Learning by Doing." In the rapidly evolving field of AI, theoretical knowledge alone is insufficient. True understanding and mastery come from hands-on ...

Generative Artificial Intelligence (Generative AI) is not just a frontier of technology—it's a paradigm shift in how we think about creativity, automation, and intelligence itself. When I first encountered the idea that a machine could write poetry, compose music, or even generate original research, it felt like science fiction. Today, it's an undeniable reality, transforming industries and inspiring new forms of human expression. Key Features: 1. In-depth Exploration of Core Concepts: Clear explanations of machine learning basics, neural networks, deep learning, and advanced model ...

"Developing Video Chatbot" is a comprehensive, hands-on guide designed to navigate this exciting frontier. This book demystifies the complex technologies behind creating lifelike, interactive video-based AI assistants. It is meticulously crafted to serve as both a foundational textbook for undergraduate (B.Tech) and a detailed reference for postgraduate (M.Tech) students, as well as for developers and AI enthusiasts keen on mastering this cutting-edge domain. Key Features: 1. Beginner to Advanced Trajectory: The book is structured to cater to all levels. Early chapters build a strong ...

"Building Small Language Models from Scratch" is a comprehensive, hands-on guide designed for students, developers, and aspiring AI engineers who want to move beyond using pre-built models and learn to create their own. This book demystifies the complex world of language models by breaking it down into understandable, practical steps. Using the popular PyTorch framework, you will journey from the basic building blocks of neural networks to constructing and training a complete, functional Small Language Model (SLM). Key Features of the Book: 1. From-Scratch Approach: Learn by building every ...

"Generative Software Architecture" is a comprehensive textbook and practical guide designed for the new frontier of software engineering, where artificial intelligence plays a pivotal role in high-level system design. It systematically explores how AI can analyze requirements, propose architectural solutions, and generate the essential artifacts needed to build robust, scalable, and modern software systems. Philosophy The core philosophy of this book is that the future of software architecture is a collaborative one. It posits that the role of the human architect is evolving from a sole ...

This book, "Generative Data APIs," is a comprehensive guide to a groundbreaking architectural pattern that merges the power of natural language processing with the robustness of modern API design. It serves as both a textbook for undergraduate and postgraduate students and a practical handbook for industry professionals. Philosophy The core philosophy of this book is that data access should be democratized and simplified. For decades, interacting with complex datasets has required specialized knowledge of query languages (like SQL), programming logic, and intricate API documentation. We ...

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 ...

Federated Learning (FL) emerges as a powerful and elegant solution to this modern predicament. It is a distributed machine learning approach that allows models to be trained on decentralized data residing on local devices or servers, without requiring the raw data to be shared or moved. Instead, only the model updates (or gradients) are exchanged and aggregated on a central server. This preserves data privacy by design, reduces communication costs compared to transferring raw data, and enables AI to be deployed closer to the source of data – the edge. Federated Learning is not merely an ...

"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 ...

"Developing Apps with GPT-4 and ChatGPT" is a comprehensive, practical, and beginner-friendly guide designed to take you from zero knowledge to a confident AI application developer. In an era where Large Language Models (LLMs) are reshaping industries, this book serves as your essential roadmap to understanding and leveraging the power of GPT-4 and the ChatGPT API. Key Features of This Book: 1. Project-Based Learning: Every chapter contains practical exercises and mini-projects, ensuring you learn by building. The book concludes with a comprehensive capstone project to solidify your skills....

"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 ...

"Quantum Linked Cyber Physical Systems" is a comprehensive textbook and practical guide designed to navigate the cutting-edge intersection of quantum computing, quantum communication, and cyber-physical systems. It serves as an essential resource for senior undergraduate (B.Tech) and postgraduate (M.Tech) students in Computer Science and allied engineering disciplines. The book is meticulously structured to provide a clear, hands-on, and implementation-focused path from foundational concepts to advanced application development. Philosophy The core philosophy of this book is learning by ...

"Privacy-Enhancing Technologies" is a comprehensive, practical, and implementation-focused guide designed for undergraduate and postgraduate students of Computer Science and Engineering. It serves as an essential resource for anyone aspiring to design, build, and deploy systems that respect and protect user privacy. In a world driven by data, this book provides the critical knowledge and hands-on skills required to integrate privacy-preserving principles directly into the software development lifecycle. Philosophy The core philosophy of this book is "Privacy by Design, Learned by Doing." We...

"Internet of Things (IoT) and AI: Integrating AI with IoT devices" is a comprehensive textbook meticulously designed to navigate the intricate and rapidly evolving landscape where the Internet of Things (IoT) converges with Artificial Intelligence (AI). This synergy, often referred to as AIoT (Artificial Intelligence of Things), is at the forefront of the Fourth Industrial Revolution, powering a new generation of smart, autonomous, and data-driven systems. This book serves as an essential guide for B.Tech and M.Tech students in Computer Science, Information Technology, Electronics and ...

This book, "Cyber-Physical Systems," is a comprehensive, practical-first guide designed to equip students and practitioners with the skills needed to design, develop, and deploy modern CPS. It systematically navigates from the foundational building blocks of CPS to the implementation of a complete, working project, emphasizing a hands-on, application-oriented approach throughout. Philosophy: Learning by Doing The core philosophy of this book is "Learning by Doing." In the domain of Cyber-Physical Systems, theoretical knowledge is necessary but insufficient. True understanding and mastery ...

This book, "Superintelligence: The Promise and Peril of Advanced AI," is born out of a critical need for a new kind of textbook. For too long, the study of AI has been bifurcated. On one side lie the deeply technical manuals, dense with mathematics and code, accessible only to specialists. On the other, the speculative, often sensationalist, narratives that discuss the future of AI without a firm grounding in its underlying principles. This book serves as a bridge. It is designed for the next generation of engineers, thinkers, and leaders—the B.Tech and M.Tech students who will not just ...