Graph Data Science with Python and Neo4j: Hands-on Projects on Python and Neo4j Integration for Data Visualization and Analysis Using Graph Data ... (Graph & Big Data Analytics — Applied Path)
Language: English
Published by Orange Education Pvt Ltd, 2024
Series: Book 1 of 2 - Graph & Big Data Analytics — Applied Path
- Softcover
- New
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
AbeBooks seller since March 25, 2015
Condition: New
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In English.
Seller Inventory # ria9788197081965_new
- Title
- Graph Data Science with Python and Neo4j: Hands-on Projects on Python and Neo4j Integration for Data Visualization and Analysis Using Graph Data ... (Graph & Big Data Analytics — Applied Path)
- Author
- Eastridge, Timothy; AVA, Orange
- Publisher
- Orange Education Pvt Ltd
- Publication year
- 2024
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 8197081964
- ISBN 13
- 9788197081965
- Item weight
- 461 grams
- Series
- Book 1 of 2: Graph & Big Data Analytics — Applied Path
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 needed 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
"Synopsis" may belong to another edition of this title.
Ria Christie Collections
Uxbridge, United Kingdom
AbeBooks seller since March 25, 2015
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