Gosnell, Denise
The Practitioner's Guide to Graph Data: Applying Graph Thinking and Graph Technologies to Solve Complex Problems
- ISBN 13:
- 9781492044079
- author:
- Gosnell, Denise
- format:
- Paperback / softback
- publisher:
- O'Reilly Media, Inc, USA
- language:
- English
- Publication Year:
- 2020
- Pages:
- 420
- Dimensions:
- 23.29 x 17.81 x 2.18 centimetres
- Genre:
- Computers,Artificial Intelligence, Computers,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Graph Data: A New Approach to Problem-Solving Graph data brings together two different ways of understanding the world - how computers process information and how humans navigate relationships. This practical guide shows you how to use graph thinking to solve complex problems, combining concepts from graph theory, database schema, distributed systems, and data analysis. You'll learn how to build applications using graph technology, including a Customer 360 application, and explore hierarchical data and its implications. The book also covers collaborative filtering for designing recommendation systems like Netflix's. By working with graph databases, you can find paths in complex data and make informed decisions based on your findings. This guide is designed for data engineers, data scientists, and analysts who want to solve real-world problems using graph technology.