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 (English Edition) / Timothy Eastridge.

Format:

Book

Author/Creator:

Eastridge, Timothy, author.

Language:

English

Subjects (All):

Machine learning--Development.

Physical Description:

1 online resource (118 pages)

Edition:

First edition.

Place of Publication:

Daryaganj, India : Orange Education Pvt Ltd, [2024]

Summary:

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.

Contents:

Cover Page

Title Page

Copyright Page

Dedication Page

About the Author

About the Technical Reviewer

Acknowledgements

Preface

A Note from the Author

Errata

Table of Contents

1. Introduction to Graph Data Science

Introduction

Structure

Data Science and Machine Learning

Defining Graph

The importance of Graph Structures

Introducing Neo4j Graph Database

Knowledge Graphs

Introducing Python Programming Language

Conclusion

Multiple Choice Questions

Answers

2. Getting Started with Python and Neo4j

Installing and Setting Up Python and Neo4j

Installing Python

Executing Python Code Using Common Libraries

Incorporating New Libraries Using Conda Generated by AI.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

Description based on print version record.

ISBN:

9788197081965

8197081964

OCLC:

1427061554