Showing results by author "Ajit Singh" in All Categories

"Ising Machines: The Roots of Analog Computing" is a comprehensive textbook designed for undergraduate and postgraduate students in Computer Science and Engineering. It serves as an accessible yet rigorous introduction to the fascinating world of physics-based analog computation, a field poised to redefine the boundaries of high-performance computing. Philosophy The core philosophy of this book is to bridge the gap between classical digital computing and the emerging paradigm of specialized, analog hardware accelerators. For decades, computation has been synonymous with digital logic gates....

"Designing & Modeling Generative AI Applications" is a comprehensive textbook and practical guide for students and professionals seeking to master the rapidly evolving field of Generative AI. This book provides a structured pathway from foundational theory to the hands-on development of sophisticated AI applications. Philosophy The core philosophy of this book is "principled practice." I believe that a robust understanding of Generative AI cannot be achieved through theory alone, nor through simply copying and pasting code. Instead, I foster a deep conceptual understanding of the underlying...

"Generative Algorithms : AI as an Inventor" is a comprehensive textbook designed to navigate the exciting and rapidly evolving field where artificial intelligence transitions from an executor of human-designed algorithms to a creator of novel ones. This book serves as both a theoretical guide and a practical handbook for undergraduate (B.Tech) and postgraduate (M.Tech) students in Computer Science, as well as for professionals and researchers in the field of AI. Philosophy: The core philosophy of this book is that true innovation in computer science no longer comes just from human ingenuity...

"Reverse Artificial Intelligence : From B to A" is a comprehensive textbook designed to introduce a paradigm-shifting perspective in the study and application of Artificial Intelligence. It moves beyond the conventional predictive (A→B) approach to focus on the generative and prescriptive (B→A) model: starting with a desired goal, outcome, or solution (B) and leveraging AI to systematically construct the optimal path from an initial state (A). Philosophy: The core philosophy of this book is to empower learners to become architects of solutions rather than mere analysts of data. ...

"The Consensus Engine: What is True" is a comprehensive, modern textbook designed to guide students, developers, and researchers through the fascinating world of distributed consensus. It serves as both an introduction to the fundamental principles and a practical guide to the design, implementation, and application of consensus algorithms in real-world systems. Philosophy: The core philosophy of this book is "Learn, See, Build." 1. Learn: We will begin with the first principles. Instead of presenting algorithms as black boxes, we deconstruct them to understand the core problems they solve...

"The AI Co-Pilots for Every Profession" is a comprehensive and practical guide designed to navigate the revolutionary landscape of generative artificial intelligence and its application in creating intelligent assistants. This book serves as both a textbook and a hands-on manual, meticulously crafted for students, educators, and professionals who wish to master the art and science of building AI Co-Pilots. Pedagogy and Philosophy: The core philosophy of this book is that artificial intelligence is most powerful when it serves as an augmentation of human intellect, not a replacement for it. ...

This book provides a comprehensive, practical, and architecturally-focused exploration of Cognitive Middleware—the critical layer that enables the integration, deployment, and management of artificial intelligence within an enterprise. Philosophy: The core philosophy of this book is that successful AI implementation is an architectural discipline, not just a data science one. While building accurate models is essential, creating value from AI at an enterprise scale depends on robust, scalable, and maintainable systems. This book shifts the focus from the "what" of AI algorithms to the "...

About the Book "Agentic System & Design" is a comprehensive and practical guide to understanding, designing, and implementing autonomous intelligent systems. It is meticulously crafted to serve as a primary textbook for undergraduate and postgraduate courses in computer science and artificial intelligence, fully compliant with the syllabi of major international universities. Philosophy The guiding philosophy of this book is "learning by doing." While a solid theoretical understanding is essential, true mastery comes from practical application. This text deliberately prioritizes ...

"Generative Everything: Where Innovation meets Imagination" is a comprehensive, practical, and forward-looking guide designed to navigate the dynamic landscape of Generative Artificial Intelligence. It serves as an essential textbook and practical handbook for undergraduate and postgraduate students, as well as a valuable resource for professionals and researchers in the field of computer science and AI. Philosophy The core philosophy of this book is rooted in two principles: Demystification and Empowerment. Generative AI can often seem like a "black box"—a magical technology with opaque ...

Philosophy and Vision: "LLM: As an Operating System" is conceptualized around a singular philosophy: Democratization through Simplification. Complex AI architectures should not remain in the ivory towers of research labs. This book treats the Large Language Model not as a mystical "black box," but as a deterministic, manageable, and architectable component of a system—much like an Operating System kernel. Pedagogy: 1. Concept Visualization: Every chapter begins with a high-level architecture equating AI concepts to standard OS concepts (e.g., Context Window = RAM). 2. Scaffolding: We will...

"Hello Bot : Building ChatBot from Scratch" is a comprehensive, practical, and accessible guide designed to take you from the fundamental concepts of conversational AI to the deployment of a fully functional, intelligent chatbot. This book is engineered to serve as both a university textbook and a self-study guide for anyone passionate about building the next generation of human-computer interfaces. Philosophy: The core philosophy of this book is "learning by building." We demystify the perceived complexity of Artificial Intelligence by breaking it down into understandable, manageable ...

"Multi-Modal Querying : From Embeddings to Production" is a comprehensive, practical, and forward-looking guide designed to demystify the exciting world of multi-modal artificial intelligence. It serves as both a textbook for students and a handbook for practitioners, providing a structured pathway from foundational concepts to the deployment of real-world, industrial-strength applications. Philosophy: The core philosophy of this book is empowerment. My goal is to empower you to move beyond being a mere user of AI models and become a creator of intelligent systems. I believe that the ...

"Generative AI 2.0 : Beyond Text and Images" is a comprehensive textbook and practical guide designed to navigate the next frontier of Artificial Intelligence. It serves as both an introduction for newcomers and a deep-dive for advanced learners, bridging the gap between foundational concepts and cutting-edge applications in the rapidly evolving domain of Generative AI. Pedagogy: 1. This book is designed in strict compliance with the pedagogical principles, emphasizing holistic and experiential learning. The pedagogical tools employed include: 2. Progressive Learning Arc: The chapters are ...

"LLM.dev : The Next Generation of Coding" is a comprehensive, practical, and beginner-to-advanced guide designed to equip the next generation of software engineers with the essential skills to leverage Large Language Models (LLMs) in modern software development. This textbook systematically demystifies the world of LLM-powered applications, transforming complex AI concepts into accessible, actionable knowledge. Key Features: 1. Hands-on Practicals: Every chapter includes practical labs and code examples to reinforce theoretical concepts and build real skills. 2. Simple and Explanatory ...

"Hugging Face from Scratch" is a comprehensive and practical guide designed to introduce and deepen your understanding of the Hugging Face ecosystem, a leading platform for Natural Language Processing (NLP) and Machine Learning. This book aims to empower readers, from absolute beginners to advanced practitioners, to effectively utilize Hugging Face tools and models for building intelligent applications. Key Features: 1. From Basics to Advanced: Chapters are logically sequenced, starting with foundational NLP concepts and progressively moving towards advanced topics like custom model ...

This book, "Retrieval-Augmented Generation," is conceived as a definitive guide for the next generation of engineers, data scientists, and AI practitioners. It is born from the recognition that the future of applied AI is not just about bigger models, but smarter systems. RAG represents this "smarter" approach, synergizing the generative power of LLMs with the factual accuracy of classical information retrieval. Key Features: 1. NEP 2020 & AICTE Aligned: The book's pedagogy is rooted in the principles of the National Education Policy 2020. It prioritizes conceptual understanding, hands-on ...

"Explainable AI" is more than just a textbook; it is an invitation to engage with a field that is pivotal to the future of artificial intelligence. It seeks to empower readers not only to understand AI but also to shape its development towards systems that are not just intelligent, but also intelligible, trustworthy, and aligned with human values. This book is intended for undergraduate (B.Tech) and postgraduate (M.Tech) students in Computer Science, Artificial Intelligence, Data Science, and related engineering disciplines. It is also a valuable resource for researchers, practitioners, ...

"CEO-to-Code : Full-Stack Development" is a comprehensive textbook designed to navigate the modern landscape of software creation. It bridges the gap between traditional development principles and the revolutionary, AI-driven workflows that are defining the future of the industry. The core philosophy is to empower students and developers to translate high-level ideas directly into functional, full-stack applications, thereby evolving their role from coders to technology architects. Key Features of This Book: 1. AI-Integrated Workflow: Uniquely introduces the concept of using AI tools for ...

"AI in Cryptography" is conceived from the urgent need to bridge the pedagogical gap and provide a holistic understanding of this burgeoning interdisciplinary domain. Traditional curricula often treat AI and cryptography as separate subjects. However, the contemporary technological landscape, driven by big data, the Internet of Things (IoT), and sophisticated cyber threats, demands a more integrated approach. This textbook is designed to equip B.Tech and M.Tech students, as well as researchers and practitioners, with the foundational knowledge and advanced insights necessary to navigate and...

Join us on an enlightening journey in our podcast as Dr. S. Ajit, a seasoned Ayurvedic expert, unravels the mysteries of healing with Ayurveda. Discover ancient wisdom, practical insights, and holistic approaches to well-being, as Dr. Ajit shares his expertise and guides us towards a balanced and vibrant life through the lens of Ayurveda.Health Consultations are available via an online video chat. Learn more about Dr. Ajit and how you can book a consultation here: https://www.ayurda.com/wellness-centre/