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

"GitOps: Git Your Ops Together" is a comprehensive, practical, and accessible guide to mastering the principles and practices of GitOps. This book bridges the gap between theoretical knowledge and real-world implementation, providing a clear roadmap for adopting a Git-centric approach to manage and automate your infrastructure and application deployments. In today's cloud-native ecosystem, speed and reliability are not just goals; they are requirements. This book demystifies how GitOps delivers on this promise by treating your operational workflows with the same rigor and best practices ...

"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 ...

"Speech Technology" is a comprehensive, modern, and practical guide designed to take you from the first principles of speech science to the deployment of advanced conversational AI systems. In a world increasingly reliant on voice-driven interfaces, this textbook serves as an essential resource for students, educators, and practitioners. It systematically covers the entire spectrum of speech technology, ensuring a solid theoretical foundation is immediately reinforced with practical, hands-on applications. Key Features: 1. Beginner to Advanced Trajectory: The 10-chapter arc provides a ...

"The Data Lakehouse" provides a comprehensive, principles-first, and hands-on guide to the most significant architectural shift in the data industry in the last decade. This textbook demystifies the Data Lakehouse paradigm, which unifies the capabilities of data lakes and data warehouses to create a single, simplified, and powerful platform for all data, analytics, and AI workloads. Key Features: 1. Globally Relevant: The content, technologies (Apache Spark, Delta Lake), and architectural patterns are universally applicable, making it compatible with the syllabus of international ...

"Understanding Mixture of Experts" is a comprehensive and accessible guide to one of the most transformative architectural paradigms in modern Artificial Intelligence. As AI models grow to unprecedented sizes, the Mixture of Experts (MoE) approach has emerged as the key to unlocking scalable, efficient, and powerful intelligence. This book demystifies MoE, guiding readers from foundational principles to the practical implementation of state-of-the-art systems. It is designed to be the definitive resource for students, researchers, and professionals eager to master this critical technology. ...

"MLOps and Infrastructure Technologies" is a comprehensive, practical, and accessible guide designed to demystify the complex process of taking machine learning models from concept to production. In an era where AI is redefining industries, the ability to build, deploy, and manage ML systems at scale is no longer a niche skill but a fundamental requirement for technology professionals. This book serves as a definitive resource for students and aspiring engineers, providing the foundational knowledge and hands-on skills needed to excel in the dynamic field of MLOps. Key Features: 1. Beginner...

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 ...

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 ...

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 ...

"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 ...

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...

"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 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...

"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....

"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 ...

"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 textbook, "Neuromorphic Computing," has been meticulously crafted to serve as a comprehensive guide for undergraduate (B.Tech) and postgraduate (M.Tech) students, as well as researchers and professionals eager to delve into this revolutionary domain. Recognizing the global and rapidly evolving nature of this field, the content herein is designed to be strictly compatible with the forward-looking National Education Policy (NEP) 2020 of India, the All India Council for Technical Education (AICTE) model syllabus, and the core curricula of leading universities worldwide. My goal is to ...

"Causal AI: Beyond Correlation" is a comprehensive, practical, and accessible guide to the principles and practices of Causal Inference and its application in modern Artificial Intelligence. Designed for B.Tech and M.Tech students in Computer Science, Data Science, and related engineering disciplines, this book serves as both a foundational textbook and a hands-on manual for building more intelligent, robust, and interpretable AI systems. Key Features of This Book: 1. Beginner to Advanced Trajectory: The book follows a logical progression, starting with the fundamental concepts of causality...

"Data Analytics for Emerging Technologies" is a comprehensive and practical guide designed to navigate the dynamic intersection where data analytics meets the transformative technologies of Artificial Intelligence (AI), the Internet of Things (IoT), and Blockchain. This textbook serves as an essential resource for undergraduate (B.Tech) and postgraduate (M.Tech) students in Computer Science, Information Technology, Electronics, and other engineering disciplines. It is also an invaluable asset for researchers, data professionals, and technology enthusiasts seeking to upskill and stay ahead ...

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 ...