¡Acompáñanos a viajar por el mundo de los libros!
Añadir este libro a la estantería
Grey
Escribe un nuevo comentario Default profile 50px
Grey
Suscríbete para leer el libro completo o lee las primeras páginas gratis.
All characters reduced
Graph Data Science with Python and Neo4j - Hands-on Projects on Python and Neo4j Integration for Data Visualization and Analysis Using Graph Data Science for Building Enterprise Strategies - cover

Graph Data Science with Python and Neo4j - Hands-on Projects on Python and Neo4j Integration for Data Visualization and Analysis Using Graph Data Science for Building Enterprise Strategies

Timothy Eastridge

Editorial: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Sinopsis

Practical approaches to leveraging graph data science to solve real-world challenges.
Book Description
Graph Data Science with Python and Neo4j is your ultimate guide to unleashing the potential of graph data science by blending Python's robust capabilities with Neo4j's innovative graph database technology. From fundamental concepts to advanced analytics and machine learning techniques, you'll learn how to leverage interconnected data to drive actionable insights. Beyond theory, this book focuses on practical application, providing you with the hands-on skills to tackle real-world challenges. You'll explore cutting-edge integrations with Large Language Models (LLMs) like ChatGPT to build advanced recommendation systems. With intuitive frameworks and interconnected data strategies, you'll elevate your analytical prowess. This book offers a straightforward approach to mastering graph data science. With detailed explanations, real-world examples, and a dedicated GitHub repository filled with code examples, this book is an indispensable resource for anyone seeking to enhance their data practices with graph technology. Join us on this transformative journey across various industries, and unlock new, actionable insights from your data. ?
Table of Contents
1. Introduction to Graph Data Science
2. Getting Started with Python and Neo4j
3. Import Data into the Neo4j Graph Database
4. Cypher Query Language
5. Visualizing Graph Networks
6. Enriching Neo4j Data with ChatGPT
7. Neo4j Vector Index and Retrieval-Augmented Generation (RAG)
8. Graph Algorithms in Neo4j
9. Recommendation Engines Using Embeddings
10. Fraud Detection      
CLOSING SUMMARY      The Future of Graph Data Science      
Index
Disponible desde: 03/11/2024.

Otros libros que te pueden interesar

  • Mastering Data Engineering and Analytics with Databricks - A Hands-on Guide to Build Scalable Pipelines Using Databricks Delta Lake and MLflow - cover

    Mastering Data Engineering and...

    Manoj Kumar

    • 0
    • 0
    • 0
    Master Databricks to Transform Data into Strategic Insights for Tomorrow’s Business Challenges
    Book Description
    In today’s data-driven world, mastering data engineering is crucial for driving innovation and delivering real business impact. Databricks is one of the most powerful platforms which unifies data, analytics and AI requirements of numerous organizations worldwide. 
    Mastering Data Engineering and Analytics with Databricks goes beyond the basics, offering a hands-on, practical approach tailored for professionals eager to excel in the evolving landscape of data engineering and analytics. 
    This book uniquely blends foundational knowledge with advanced applications, equipping readers with the expertise to build, optimize, and scale data pipelines that meet real-world business needs. With a focus on actionable learning, it delves into complex workflows, including real-time data processing, advanced optimization with Delta Lake, and seamless ML integration with MLflow—skills critical for today’s data professionals. 
    Table of Contents
    SECTION 1
    1. Introducing Data Engineering with Databricks
    2. Setting Up a Databricks Environment for Data Engineering
    3. Working with Databricks Utilities and Clusters
    SECTION 2
    4. Extracting and Loading Data Using Databricks
    5. Transforming Data with Databricks
    6. Handling Streaming Data with Databricks
    7. Creating Delta Live Tables
    8. Data Partitioning and Shuffling
    9. Performance Tuning and Best Practices
    10. Workflow Management
    11. Databricks SQL Warehouse
    12. Data Storage and Unity Catalog
    13. Monitoring Databricks Clusters and Jobs
    14. Production Deployment Strategies
    15. Maintaining Data Pipelines in Production
    16. Managing Data Security and Governance
    17. Real-World Data Engineering Use Cases with Databricks
    18. AI and ML Essentials
    19. Integrating Databricks with External Tools   
    Index
    Ver libro
  • Treat and Shrink Fibroids Naturally – The Self-Help Book: How to Uncover the Causes of Fibroids and Successfully Treat Them Naturally – incl Immediate Relief Tips for Acute Symptoms - cover

    Treat and Shrink Fibroids...

    Elisabeth Cornelsen

    • 0
    • 0
    • 0
    Myoma – From the Shock Diagnosis to a Holistically Healthy Life
    
    
    Diagnosis: myoma – and suddenly your world is turned upside down. You are shocked, overwhelmed, and feel powerless. The thought of everything that now lies ahead paralyzes you, and fear of potential consequences creeps coldly through your veins. And despite good medical treatment, you feel that in surgical planning & hormone therapy something important is being overlooked: namely you. Then it's high time to take the helm yourself again!
    
    Perhaps you're now asking yourself: What? But I'm not a doctor! Then here's some great news: You hold much more power than you think—and you don't need medical training for it. A myoma is not a fate-bound diagnosis—in fact, you can actively influence the condition by changing your lifestyle. And everything you need to do that is found in the empathetic and easy-to-understand explanations in this book.
    
    First: Become your own expert! Learn everything you need to know about how myomas develop, the course of the disease, and the medical basics.
    
    Lose the fear! Myomas are treatable—learn here about the diverse treatment methods modern medicine offers, such as surgery, minimally invasive procedures, ultrasound therapy, and hormone treatment.
    
    Take action yourself! Discover how factors like acid–base imbalance, a weak immune system, or hormonal imbalance favor myomas—and what you can immediately do against these factors.
    
    Removal of the uterus? Not necessarily! This book shows how you can oppose a myoma and contribute to its shrinkage by changing your diet and lifestyle—the diagnosis and treatment are not set in stone.
    
    More fresh vegetables, artichoke supplements, liver detox, TCM, mindfulness meditation, and much more: Find out in detail which measures you can take immediately to boost your vitality and give your body the strength to heal itself.
    
    And if you currently suffer from acute symptoms: Learn how yoga, self-hypnosis, or movement can help alleviate your symptoms and make you feel better right away.
    
    Discover how everything in your body is interconnected and the tremendous possibilities you have as the ruler of this system to create optimal conditions for comprehensive health—whether you're aiming to prevent or combat existing complaints.
    
    Cast doubts aside!
    
    Regain control over your body, find your personal optimal therapy path, and experience the overwhelming feeling of holistic well-being and strong health. Secure this book now with a click on the "Buy Now with 1‑Click" button and declare war on the myoma!
    Ver libro
  • Days in the Open - A Minister's Notes on Rod and Stream - cover

    Days in the Open - A Minister's...

    Lathan A. Crandall

    • 0
    • 0
    • 0
    A season of fishing and camping in the northern woods, written by a Baptist minister who took his holidays with a rod and a canoe. Plain, cheerful and exact about tackle. This edition is bound with 60 plates of paintings by Winslow Homer, Albert Bierstadt, John Constable and others, dating from 1596 to 1899.
    Ver libro
  • Field Recording - A Practical Guide - cover

    Field Recording - A Practical Guide

    Marcus Leadley

    • 0
    • 0
    • 0
    Whether you are exploring wildlife or urban soundscapes; or documenting real-world events; or you are a musician, researcher, or podcaster – the detailed advice and information in this book will ensure you get effective results every time. Ideal for beginners, this book focuses on best practice with basic tools, such as budget recorders and mobile phones, and builds toward mastering professional techniques and equipment. This book also explores the fascinating history of field recording and the developments that have made field recording equipment and know-how accessible to everyone. Whether you are just starting out or looking to refine your craft, Field Recording will help you document environmental sound in extraordinary detail, and collect unique sonic materials for use in music or art projects.
    Ver libro
  • The First History of Man - cover

    The First History of Man

    MD John Bershof

    • 0
    • 0
    • 0
    In the spirit of medieval writer Chaucer, all human activity lies within the artist’s scope, the History of Man Series uses medicine as a jumping off point to explore precisely that, all history, all science, all human activity since the beginning of time. The jumping off style of writing takes the reader, the listener into worlds unknown, always returning to base, only to jump off again. History of Man are stories and tales of nearly everything. 
    The First History of Man uses infection in general—bacteria, viruses, fungus, parasites, epidemics & pandemics, COVID-19—to lay the foundation for the next five books, narratives and stories that delve deeper into human infectious diseases. This first volume jumps off into accounts of the Big Bang Theory—the real one, but also the sitcom—the origin of the Universe, from atoms to DNA to us and how exactly it happened. In our journey we’ll explore Einstein and Newton who were probably aliens (he said jokingly), the Roman Empire, British history and all those wives of King Henry VIII, the why and how of the Protestant Reformation, why Pluto lost its planet status in our solar system, what exactly is the sweet spot of a solar system, all the while digging up some archeology, and even paying a visit with Dr. Livingstone, I presume. We’ll trudge from the top of Everest, the highest point on Earth, to the bottom of the Mariana Trench, the lowest point on Earth, and LUA in between, the Last Universal Ancestor that gave rise to all life on Earth.
    Ver libro
  • The AI Execution System - How Leaders Turn AI from Hype into Real Business Results - cover

    The AI Execution System - How...

    Peter Mesarec

    • 0
    • 0
    • 0
    The AI Execution System is a practical leadership guide for companies that want to turn AI into measurable business results. 
    Based on real-world implementation experience across more than 150 organizations, Peter Mesarec introduces a structured framework for identifying AI opportunities, improving workflows, reducing manual work, and building an AI-first company. 
    This audiobook goes beyond AI theory and focuses on practical execution. You will learn how leaders can approach AI adoption responsibly, identify high-impact opportunities, avoid common implementation mistakes, and create momentum across teams. 
    Inside the book, you will discover: 
    - How to identify repetitive work suitable for AI 
    - How to prioritize AI projects using practical frameworks 
    - How to reduce manual work without losing control 
    - How to build internal AI adoption across departments 
    - How to approach AI responsibly and strategically 
    This is not a technical AI book for developers. It is a practical system for leaders, managers, and companies that want to move from AI experimentation to real execution. 
    About the Author 
    Peter Mesarec is the founder and director of SEOS AI, where he works with leadership teams on practical AI implementation, operational efficiency, and organizational transformation. 
    He has helped more than 150 companies identify where artificial intelligence can create measurable business impact across workflows, communication, decision-making, and internal operations. 
    Peter has delivered more than 500 executive workshops and strategic AI programs across more than 10 countries, working with organizations such as the Bank for International Settlements, Krka, Kolektor, AMZS, government institutions, and multinational companies. 
    His work focuses on helping organizations move from AI experimentation to structured execution in a practical, sustainable, and measurable way.
    Ver libro