Mostrando resultados por "Graphs" en Todas las categorías

Graph-Powered Machine Learning teaches to use graph-based algorithms and data organization strategies to develop superior machine learning applications. You’ll dive into the role of graphs in machine learning and big data platforms, and take an in-depth look at data source modeling, algorithm design, recommendations, and fraud detection. Explore end-to-end projects that illustrate architectures and help you optimize with best design practices.

Developing ideas first introduced in A New Kind of Science two decades ago, Stephen Wolfram and his collaborators in the Wolfram Physics Project have created a completely new paradigm of fundamental physics. Delving deeper than the Standard Model and Einsteinian relativity, Wolfram's new model not only accommodates the traditional models but actually incorporates and, finally, reconciles them. The deep conundrums of space, time, and energy turn out to be consequences of a much deeper, more profound reality many orders of magnitude smaller and less tangible. The Universe Within explores this...

"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 ...

"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 ...

Are you ready to unlock the mathematical secrets that power today's most advanced artificial intelligence systems? "Essential Math for AI" is an essential guide for anyone looking to understand the complex mathematical underpinnings of AI. Whether you're an AI enthusiast, a student, or a professional in the field, this book is tailored to enrich your knowledge and prepare you for the future of AI innovation. Here's what you'll discover inside: Linear Algebra: Dive into the core of machine learning with in-depth explorations of vectors, matrices, and data transformations. Probability and ...

Mastering GraphRAG: From Theory to Production with Neo4j" is a comprehensive, hands-on guide designed to take you from a novice to an expert in building sophisticated AI applications that leverage the power of knowledge graphs. The core premise of this book is that the future of AI lies in its ability to understand and reason over connected data. I methodically deconstruct every component of a GraphRAG system—from data modeling and ingestion to advanced retrieval and production deployment—ensuring a deep conceptual understanding backed by immediate practical application. Using Neo4j, ...

This course provides a detailed executive-level review of contemporary topics in graph modeling theory with specific focus on Deep Learning theoretical concepts and practical applications. The ideal student is a technology professional with a basic working knowledge of statistical methods. Upon completion of this review, the student should acquire improved ability to discriminate, differentiate, and conceptualize appropriate implementations of application-specific ("traditional" or "rule-based") methods versus deep learning methods of statistical analyses and data modeling.

Focusing on the basics, this book will provide clear and beneficial information about Microsoft Excel, including time-saving tips such as how to enter data more efficiently, how to manipulate cells or worksheets, how to switch between absolute and relative cell references with just a few simple keystrokes, and more.

This book, "Graph Database Modeling," is born out of the necessity to equip the next generation of technologists, engineers, and data scientists with the mindset and skills required to navigate this new paradigm. It is designed to be more than just a technical manual; it is a guide to mastering the art and science of modeling the world as it truly is—a network of interconnected entities. Key Features: 1. NEP 2020 Aligned Pedagogy: Focuses on conceptual understanding and practical skill development over rote learning. 2. Lucid and Simple Language: Complex topics are broken down into easy-...

"Beyond GPT: Neuro-Symbolic AI" provides a comprehensive and accessible pathway into one of the most promising and critical areas of modern Artificial Intelligence. As the limitations of purely data-driven models like GPT become more apparent, the need for systems that combine learning with reasoning has never been more urgent. This book serves as both a theoretical guide and a practical handbook for understanding, designing, and implementing Neuro-Symbolic AI systems. To Whom This Book Is For: 1. B.Tech/M.Tech Computer Science Students: The book is designed as a primary textbook for ...

Interviews with experts on semantic technology, ontology design and engineering, linked data, and the semantic web.

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 ...

Minimize risk and maximize profit with options trading and explore the ins and outs of this popular investment strategy in this engaging, informative, and easy-to-understand guide. Want to make money options trading but don’t know where to start? Are you unsure as to what options trading even...

Dear Future Crypto Millionaire, Imagine having the power to predict the next big move in the cryptocurrency market—before it happens. What if you could decipher hidden signals that reveal exactly when to buy, sell, or hold for maximum profit? The crypto futures market is a goldmine for those who know how to navigate its twists and turns. But without the right knowledge, it’s easy to get lost in the noise. That’s where How to Make Money in Crypto Futures Without Breaking the Bank comes in—a game-changing book that puts you in the driver’s seat of your financial destiny. Here’s a ...

Are you stuck in a season that feels like it’s on hold? Do you feel like you’re just “getting through” instead of truly living? Whether you’re between assignments, waiting on breakthrough, or unsure of what’s next, this season is not a waste. You don’t have to sit idle, frustrated, or spiritually dry—because God never wastes a waiting season.

Previously Published as A Field Guide to Lies We’re surrounded by fringe theories, fake news, and pseudo-facts. These lies are getting repeated. New York Times bestselling author Daniel Levitin shows how to disarm these socially devastating inventions and get the American mind back on track...

An in-depth guide to understanding the Human Design System, based on the original teachings of Ra Uru Hu. This book explores advanced topics such as Base, Colour, and Tone, and includes a complete reference of Gates and Planets. Human Design is a revolutionary system that decodes the energetic wiring of the human body. Using your exact time of birth, it reveals how your body and mind are designed to function — and how to live in alignment with your true nature. Every person is born unique. Human Design isn’t a one-size-fits-all model, but a practical tool to help you shed external ...

Zettelkasten and the Art of Knowledge Management will walk you through the process of creating your knowledge graph with Obsidian. It will take you step by step from the basics of Personal Knowledgeable Management(PKM), to the Zettelkasten note taking process, to setting up your knowledge vault. It will show you how to charge up your knowledge vault and how to use it to great effect. It will walk you through the habits you need to transform your learning into a lifelong investment. Knowledge doesn't live in isolation: it's fundamentally connected to the people and events in our life. Yet ...

"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 ...

Dixon Jones with Jason Barnard at BrightonSEO September 2019 Dixon Jones talks with Jason Barnard (The Brand SERP Guy) about the bias in the Knowledge Graph. Jason and Dixon Jones are sitting in two comfy armchairs, looking at the sea in Brighton. We start with a chat about machine learning in Google’s search algorithm, PageRank and then onto the Knowledge Graph. There are less entities in the world than webpages. So Google’s job is easier. But the Knowledge Graph is biased – the seed set for google’s understanding is a bunch of librarians (aka Wikipedia editors) who have little in ...