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

"Red Teaming: AI for Cybersecurity" serves as a comprehensive, hands-on guide to the revolutionary intersection of offensive security and artificial intelligence. This textbook is designed to bridge the critical knowledge gap between theoretical AI concepts and their practical application in simulating and executing sophisticated cyber-attacks for defensive purposes. It methodically walks the reader through the entire red teaming lifecycle, demonstrating at each stage how AI and Machine Learning can be leveraged to enhance speed, scale, and stealth. Key Features of the Book: 1. Progressive ...

"The Intent Revolution: Programming in the Age of AI" is a comprehensive guide to the next major paradigm shift in software engineering. It is designed to equip students and developers with the mindset, skills, and tools necessary to excel in an era where artificial intelligence is a first-class collaborator in the coding process. Key Features of This Book: 1. Beginner to Advanced Progression: The book starts with fundamental concepts and gradually moves to advanced topics like system architecture, ethics, and a full-stack capstone project, ensuring a smooth learning curve. 2. Simple ...

This book, "AI-Driven Development," is born from the necessity to bridge the gap between traditional software engineering principles and this exciting new frontier. As educators and practitioners, I observed a burgeoning demand for a structured, accessible, and practical guide that could demystify AI's role in the software development lifecycle (SDLC). I wanted to create a resource that empowers the next generation of developers not to fear automation, but to harness it; to see AI not as a competitor, but as the most powerful collaborator they will ever have. Key Features of This Book: 1. ...

"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...

"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 ...

"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: ...

"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, "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. ...

This book, "Building Autonomous AI Agents with LangGraph: A Developer’s Guide," is born from a desire to demystify the art and science of agent creation. My goal is to provide a clear, practical, and hands-on journey for students and developers alike. We will start from the absolute fundamentals—what an agent is and why we need them—and progressively build our way up to deploying a sophisticated, autonomous research assistant. Every concept is introduced with a clear purpose, immediately followed by practical code examples, and contextualized with real-world scenarios. I believe that ...

"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 ...

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 ...

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...

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 ...

"The Age of Generative Web Development" is a comprehensive textbook designed for undergraduate and postgraduate students of computer science and engineering. It serves as a definitive guide to the new paradigm of building web applications by leveraging the power of Artificial Intelligence. Philosophy The core philosophy of this book is "Learn, Build, and Innovate with AI." We move beyond traditional, manual coding practices to embrace an AI-augmented development workflow. The book is founded on the belief that the future of web development lies in the synergy between human creativity and ...

"Graph Database Modeling With Neo4j" is a comprehensive textbook designed to provide a thorough grounding in the principles, design, and application of graph databases, specifically using the industry-leading Neo4j platform. It serves as both a foundational guide for newcomers and a practical reference for advanced learners. Philosophy The core philosophy of this book is "learning by doing." I believe that true mastery of a technology like Neo4j comes not from abstract theory alone, but from hands-on application and problem-solving. Every concept is introduced with a clear "why" before ...

This book, "Developing LLMs" (A Crucial Step in the End-to-End LLM Development Lifecycle,)" is born out of a need for a structured, practical, and principles-first guide. While many resources focus on either the high-level, abstract theory or the simplistic use of APIs, there exists a significant gap for a text that walks the learner through the crucial development phase - the journey from understanding the foundational Transformer architecture to fine-tuning, adapting, and deploying a model for a real-world problem. Key Features: 1. NEP 2020 & AICTE Compliant: The content is structured to ...

"Programming with DNA: A Guide to the Future of Data Storage and Biocomputation" provides a comprehensive and accessible entry into one of the most exciting interdisciplinary fields of the 21st century. This book demystifies the science of using DNA—the fundamental molecule of life—as a substrate for storing vast amounts of data and performing complex computations. It is designed as a one-stop resource that seamlessly integrates the principles of computer science, molecular biology, and information theory into a cohesive and understandable narrative. Key Features: 1. Beginner to ...

This textbook serves as both a theoretical primer and a hands-on workbook. It systematically breaks down the core tenets of multimodal learning, from the basics of processing individual data types to the sophisticated techniques used to fuse them into a cohesive understanding. The book's structure is intentionally designed to be accessible, starting with first principles and progressively building towards the state-of-the-art, making it suitable for students with a general background in programming and mathematics but without prior expertise in AI. Who This Book Is For: 1. B.Tech Students: ...

Generative Artificial Intelligence (Generative AI) is not just a frontier of technology—it's a paradigm shift in how we think about creativity, automation, and intelligence itself. When I first encountered the idea that a machine could write poetry, compose music, or even generate original research, it felt like science fiction. Today, it's an undeniable reality, transforming industries and inspiring new forms of human expression. Key Features: 1. In-depth Exploration of Core Concepts: Clear explanations of machine learning basics, neural networks, deep learning, and advanced model ...

This book serves as a comprehensive and practical guide to the fascinating intersection of Artificial Intelligence (AI) and Web3 technologies. It is designed to bridge the gap between the theoretical potential of autonomous, decentralized agents and the practical skills required to design, build, and deploy them. Philosophy: The core philosophy of this book is that the next evolution of the internet will be defined by autonomous agency. I believe that by combining the cognitive power of AI with the trustless, transparent, and sovereign foundation of Web3, we can create a new class of ...