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...

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 ...

Large Language Models is an in-depth, academically grounded exploration of one of the most transformative developments in Artificial Intelligence: the emergence and evolution of large language models (LLMs). Authored by Ajit Singh—an experienced educator, researcher, and technologist—the book offers a balanced fusion of theoretical clarity and real-world relevance, serving as both a foundational textbook and a practical guide for students, educators, and AI enthusiasts. The book is designed with an academic audience in mind, particularly B.Tech, M.Tech, MCA, and other undergraduate and ...

This book provides a comprehensive, practical, and implementation-oriented guide to the Digital Personal Data Protection Act, 2023. It is specifically crafted for students of Computer Science and engineering disciplines, aiming to translate legal principles into tangible engineering practices. Philosophy The core philosophy of this book is "Privacy Engineering in Practice." I believe that data protection is not just a legal or compliance hurdle but a fundamental aspect of quality software engineering. In an era where technology is deeply intertwined with human lives, engineers and ...

"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 ...

The book begins with a gentle introduction to SQL, assuming no prior knowledge, and builds a strong foundation through practical, real-world examples drawn from e-commerce, finance, and logistics. You won’t just learn syntax; you will learn how to solve realistic problems. From there, the book seamlessly transitions into the core focus: the powerful synergy between SQL and AI. You will learn how to leverage your SQL skills to prepare data for machine learning models and, more importantly, how to use AI to make your interaction with databases faster, more intuitive, and infinitely more ...

"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...

"Deep Defense: AI-Powered Threat Intelligence and Behavioral Malware Detection" is a comprehensive and practical guide designed to equip the next generation of cybersecurity professionals with the skills to build intelligent, proactive, and adaptive defense systems. The book operates on a simple yet powerful philosophy: the most effective way to combat the complexity of modern cyber threats is not with more complex rules, but with systems that can learn, adapt, and predict. This book ensures that students move beyond passive learning to active skill acquisition, preparing them for the ...

This book is crafted to be a comprehensive, single-point resource for B.Tech and M.Tech students in India and across the globe. We recognize that the principles of building scalable, efficient, and reliable data systems are universal. Therefore, while grounding our examples in a context that is relatable and accessible, we have aligned the curriculum with the syllabi of leading international universities. The technologies discussed—from Apache Spark and Kafka to cloud platforms like AWS, Azure, and GCP—are the global industry standard. Key Features: 1. Practical-First Approach: Every ...

This textbook, "Statistical Techniques for Machine Learning," is born from a desire to bridge this gap. It is crafted specifically for the next generation of technologists—the B.Tech and M.Tech students who will build the future. Our philosophy is simple: to demystify the statistical principles that are the lifeblood of machine learning. We eschew overly dense mathematical notation in favor of intuitive explanations, practical examples, and a clear line of sight from statistical theory to real-world ML application. Key Features of This Book: 1. NEP 2020 & AICTE Compliant: The structure ...

"Building Applications using AI Agents" is a comprehensive, practical, and hands-on guide designed to take you from a foundational understanding of Artificial Intelligence to a state of proficiency where you can architect, develop, and deploy sophisticated AI agent-based applications. This book is engineered to be your single-stop resource, whether you are a student taking your first steps into AI or a seasoned developer looking to master the next frontier of software development. Philosophy The core philosophy of this book is "Learn by Building." Abstract theory, while important, can only ...

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, ...

"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 applications. Key ...

This book, "Robotics Programming and Control," is born from a recognition of a critical need in engineering education. For too long, the study of robotics has been bifurcated. On one side stand the dense, theoretical texts, rich in mathematical formalism but often disconnected from practical application. On the other lie the code-heavy tutorials that, while useful, often neglect the foundational principles of why the code works. This book aims to bridge that chasm. My core philosophy is that a truly competent robotics engineer must be a "full-stack" developer in the physical world, ...

"Artificial Intelligence for E-commerce" is a comprehensive and practical guide designed to navigate the dynamic intersection of AI and the modern digital marketplace. This textbook serves as a one-stop resource for students and practitioners to understand, design, and implement intelligent systems that drive the next generation of e-commerce. It systematically demystifies the application of AI, transforming complex algorithms and architectures into accessible, actionable knowledge. Key Features: 1. Beginner to Advanced Progression: The content is carefully graded, starting with fundamental...

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 ...

"Generative Infrastructure-as-Code" is a comprehensive guide designed to navigate the cutting-edge intersection of Generative AI and modern infrastructure management. It demystifies how Large Language Models (LLMs) and other AI techniques can be used to automate the creation, deployment, and maintenance of cloud infrastructure, transforming a complex, code-intensive process into an intuitive, prompt-driven one. Key Features: 1. Globally Compatible Syllabus: The content is based on universally recognized concepts and industry-standard tools, making it suitable for computer science curricula ...

"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 ...

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...

"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 ...