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

This book, "Penetration Testing," has been crafted with a singular vision: to demystify the complex world of ethical hacking and security assessment for the next generation of cybersecurity professionals. We live in a time of educational transformation, guided by frameworks like India's National Education Policy (NEP) 2020, which champions a multidisciplinary, practical, and skill-oriented approach to learning. This text is a direct response to that call. It is designed not just to impart theoretical knowledge but to build tangible, job-ready skills through hands-on, experiential learning. ...

"AI for Materials Science" is a comprehensive and accessible textbook designed for undergraduate (B.Tech) and postgraduate (M.Tech) students of engineering and science. In an era where data has become the most valuable resource, this book provides a roadmap for leveraging Artificial Intelligence and Machine Learning to revolutionize the field of materials research and development. It systematically bridges the gap between the principles of materials science and the powerful algorithms of AI, equipping students with the knowledge and practical skills needed to design the materials of the ...

"Writing Research Paper from Scratch" is a comprehensive, step-by-step guide meticulously designed for B.Tech and M.Tech students, as well as early-career researchers, who are navigating the complexities of academic writing for the first time. This book demystifies the entire process, breaking it down into ten logical, manageable chapters that cover everything from selecting a novel research topic to navigating the final submission process. It acts as a practical mentor, providing clear instructions, simple examples, and actionable advice to transform a daunting task into an achievable and ...

"Time Series Analysis: From Classical Methods to Modern Machine Learning" is a comprehensive, practical, and accessible guide for students and professionals seeking to master the art and science of forecasting. In today's data-driven world, the ability to analyze time-dependent data is a critical skill across industries—from finance and engineering to retail and climate science. This book provides a seamless learning pathway, taking you from the foundational principles of time series analysis to the cutting-edge of deep learning. Key Features of This Book: 1. Progressive Learning Path: ...

A data lake is a centralized repository that allows you to store all your structured and unstructured data at any scale. But a lake, if left unattended, can quickly turn into a swamp—a chaotic and unusable mess of data. The true power of a data lake is unlocked only when it is integrated with powerful, transformative technologies that can navigate its depths, process its contents, and extract profound insights. This book, "Data Lake Integration with Emerging Technologies," is born from the necessity to bridge this critical gap. Key Features of This Book: 1. Beginner to Advanced ...

Building with OpenAI: A Developer's Guide is a comprehensive, hands-on tutorial for students, developers, and researchers aiming to master the art of building intelligent applications using the OpenAI API. This book bridges the gap between theoretical AI concepts and practical, real-world implementation. It takes you on a structured journey from your very first API call to deploying sophisticated, production-ready AI systems. With a strong emphasis on simplicity and practical examples, this guide ensures that even those with minimal AI experience can start building powerful tools ...

This book, "Prompt Engineering," is conceived as a foundational text for the engineers and innovators of tomorrow. For too long, the art of instructing AI has been treated as a mystical craft, a collection of tricks and tips shared in online forums. Our mission is to elevate it to its rightful place as a formal engineering discipline—one with principles, methodologies, and a structured approach to achieving predictable, reliable, and optimal results from AI models. Key Features: 1. Foundations First Approach: Begins with an intuitive explanation of LLMs, tokens, and transformers, ensuring...

This book, "Adaptive Cybersecurity: Proactively Detecting and Mitigating Threats," is born from the urgent need to shift our collective mindset from a reactive posture to a proactive one. It is designed to be more than just a theoretical textbook; it is a practical guide for the next generation of cybersecurity professionals—the architects of a safer digital future. My mission is to equip you, the student, the enthusiast, and the practitioner, with the knowledge and hands-on skills to build, manage, and evolve security systems that can learn, predict, and adapt in real-time. Key Features ...

"Machine Learning for Engineers" is a foundational textbook meticulously crafted to introduce B.Tech and M.Tech engineering students to the principles and practices of Machine Learning (ML). This book serves as a bridge, connecting the theoretical underpinnings of ML algorithms with their practical application in solving complex engineering problems. Recognizing that the engineers of tomorrow must be adept at leveraging data, this book demystifies ML, making it accessible, intuitive, and directly relevant to their discipline. Key Features: 1. NEP 2020 and AICTE Compliant: The structure and ...

The conception of this book, "Neo4J: Graph Database", is rooted in a clear educational need. As educators and professionals, we observed a gap between the rapidly growing industry demand for graph database skills and the availability of academic resources that are both comprehensive and accessible. This book is our answer. It is meticulously crafted to serve as a primary textbook for undergraduate (B.Tech) and postgraduate (M.Tech) students in Computer Science, Information Technology, and related disciplines. Key Features of This Book: 1. Simplest Practical Examples: Theory is minimized in ...

"Essentials of CHATBOT" is a comprehensive, hands-on guide designed to empower students, developers, and researchers to master the development of modern conversational AI. This book navigates the entire lifecycle of chatbot creation, from the foundational principles of Natural Language Processing (NLP) to the deployment of sophisticated agents powered by cutting-edge Large Language Models (LLMs). Key Features: 1. Foundational Clarity: Complex NLP and machine learning concepts are broken down into simple, digestible explanations with intuitive analogies. 2. Hands-On Code Examples: Every ...

"Knowledge Graph" is a comprehensive, practical, and student-centric guide designed to navigate the dynamic and powerful world of connected data. This book serves as a one-stop resource for B.Tech and M.Tech students, bridging the gap between foundational theory and cutting-edge, industry-relevant application. It systematically demystifies how to model, build, query, and leverage Knowledge Graphs to create truly intelligent systems. Key Features of This Book: 1. Beginner to Advanced Trajectory: The 10-chapter structure provides a smooth learning curve, starting from the absolute basics of ...

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, ...

This textbook, "Essentials of ROBOTICS," is born out of the necessity for a learning resource that is contemporary, comprehensive, and, most importantly, accessible. It is meticulously crafted to serve the students of B.Tech and M.Tech programs, aligning seamlessly with the forward-thinking principles of India's National Education Policy (NEP) 2020 and the model curriculum of the All India Council for Technical Education (AICTE), while also resonating with the syllabi of leading international universities. Key Features of This Book: 1. NEP 2020 and OBE Compliant: The content and pedagogical...

"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 ...

"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. ...

"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 ...

This book, "Causal AI and Its Applications," is born out of the necessity to bridge this gap. It is an invitation to journey beyond correlation and into the world of causation. Causal AI is not just another subfield of machine learning; it is a paradigm shift that reorients our focus from mere prediction to deep understanding, from passive observation to active intervention. It is the science of asking "what if?" questions and getting principled, data-driven answers. What if we change our marketing strategy? What if we approve a new medical treatment? What if we implement a new economic ...

"Future Prospects of Artificial Intelligence" is a comprehensive and forward-looking guide designed to equip B.Tech and M.Tech students with the essential knowledge and practical skills to thrive in the age of AI. This book navigates the entire spectrum of Artificial Intelligence, from its historical roots and foundational principles to the state-of-the-art models and emerging trends that are shaping our future. Key Features: 1. Curriculum Aligned: Strictly compliant with the syllabi and learning outcomes prescribed by NEP 2020 and AICTE, and compatible with global engineering programs. 2. ...