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

"Natural Language to SQL" provides a comprehensive, end-to-end exploration of the technologies that allow us to communicate with databases using everyday human language. This book bridges the gap between the complex world of database query languages and the intuitive power of conversational AI. It navigates the reader from the fundamental concepts of NLP and SQL to the design, implementation, and deployment of sophisticated, LLM-powered NL-to-SQL systems. Key Features: 1. Beginner to Advanced Progression: The book starts with foundational concepts, making it accessible to beginners, and ...

"In-Memory Computing" provides a comprehensive, practical, and accessible pathway to mastering one of the most transformative technologies in modern computer science. This book systematically demystifies the principles, architectures, and real-world applications of processing data in system RAM, moving beyond theoretical discussions to provide actionable, hands-on knowledge. Key Features: 1. Beginner to Advanced Trajectory: The content is structured to cater to both undergraduate students new to the topic and postgraduate learners seeking in-depth knowledge. 2. Hands-On Approach: Every ...

"Serverless Computing 2.0" is a comprehensive, practical, and accessible guide designed to take you from the fundamental principles of serverless computing to the advanced techniques required to build modern, scalable, and cost-efficient applications. This book demystifies the serverless paradigm, breaking down complex topics into simple, digestible chapters. It moves beyond theory by emphasizing a hands-on, project-based learning approach, ensuring that readers not only understand the concepts but can also apply them in real-world scenarios. Key Features: 1. Beginner to Advanced ...

"Low-Code/No-Code Platforms for Citizen Developers" is a comprehensive, practical, and beginner-friendly guide designed to empower the next generation of digital creators. In an era where speed and agility are paramount, this book demystifies the world of application development, making it accessible to everyone, irrespective of their technical background. It serves as a bridge between ideas and execution, guiding readers from the absolute basics of Low-Code/No-Code (LCNC) to building and deploying sophisticated, real-world applications. Key Features of This Book: 1. Hands-On Learning: ...

This book, Machine Unlearning for Technical Developers and AI Researchers, is designed to bridge the gap between theoretical research and practical implementation. It provides a comprehensive exploration of Machine Unlearning, covering foundational concepts, algorithmic approaches, real-world applications, and emerging challenges. The book is structured to cater to both practitioners and researchers, offering rigorous mathematical formulations, hands-on implementation techniques, and insights into legal and ethical considerations. Why This Book? While numerous resources exist on Machine ...

"Zero Trust Architecture" is a definitive academic and practical guide to the most critical security paradigm of our time. It systematically deconstructs the traditional "castle-and-moat" security model and builds, from the ground up, a robust understanding of the Zero Trust principle: Never Trust, Always Verify. In an era defined by cloud computing, remote workforces, and the Internet of Things (IoT), the network perimeter has vanished. This book provides the essential knowledge to secure organizations where trust is no longer assumed based on location, but is continuously earned through ...

"Omnipresent Multimodality" serves as a definitive guide to the rapidly evolving field of Multimodal Artificial Intelligence. In an era where technology interacts with us through a combination of text, images, speech, and sensors, understanding how to build systems that can comprehend this rich, multifaceted world is a crucial skill. This book provides a comprehensive, structured, and practical pathway for students, educators, and professionals to master the theory and application of multimodal AI. Key Features: 1. Beginner to Advanced Trajectory: The book is structured logically, starting ...

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 ...

This book, "Agentic RAG," is crafted to serve as a comprehensive guide to this transformative domain. Recognizing the critical need for an educational resource that bridges theoretical foundations with practical applications, we have meticulously structured this text to cater to both beginners taking their first steps into the world of LLMs and advanced learners seeking to master the intricacies of agentic systems. Key Features: 1. Comprehensive Coverage, Simplified Explanations: This book covers foundational concepts of LLMs and RAG, progressing to advanced topics in Agentic RAG, including...

This book, "Vector Databases: The Engine of the AI Revolution," is born from the necessity to bridge this gap. It is written for the next generation of engineers, data scientists, and innovators—the students of today who will build the intelligent systems of tomorrow. The focus is no longer just on theoretical knowledge, but on practical application, critical thinking, and multidisciplinary problem-solving. This book embodies that spirit. Who is this book for? 1. B.Tech and M.Tech Students in Computer Science, IT, and AI/ML specializations. 2. Aspiring AI/ML Engineers and Data Scientists ...

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, "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 ...

Agentic AI: Architectures, Intelligence, and the Future of Autonomous Systems is conceived as a comprehensive exploration of this exciting frontier. This book endeavors to dissect the multifaceted nature of Agentic AI. We will begin by establishing a clear definition and historical context, distinguishing agentic systems from their predecessors. We will then delve into the foundational pillars—the core technologies like LLMs, reinforcement learning, and knowledge representation that empower these agents. A significant portion of the text is dedicated to the architectures that bring these ...

"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...

"Core Concept of Multi-Model Databases" is a comprehensive, practical, and accessible guide designed to equip students and professionals with the essential knowledge and skills to navigate the next generation of data management. In an era where data is inherently complex and multifaceted, this book demystifies the powerful paradigm of multi-model databases, which provide a unified platform to handle diverse data types like documents, graphs, and key-value pairs within a single, integrated system. Key Features: 1. Beginner to Advanced Trajectory: The book starts with the absolute basics of ...

"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 ...

"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....

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...

"Building AI Agents" is a comprehensive, practical, and modern guide designed to empower the next generation of AI developers. This book demystifies the complex world of Artificial Intelligence by focusing on a single, compelling goal: teaching you how to build intelligent agents from the ground up. It provides a structured path from foundational principles to the cutting-edge technologies that are defining our future. Key Features: 1. Real-World Capstone Project: A final chapter guides students step-by-step through building a practical AI agent (a customer service chatbot), providing ...

"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 ...