Scifo Hands-On Graph Analytics with Neo4j

Perform graph processing and visualization techniques using connected data across your enterprise
1. Auflage 2020
ISBN: 978-1-83921-566-7
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 510 Seiten

No detailed description available for "Hands-On Graph Analytics with Neo4j".

Autoren/Hrsg.

Scifo, Estelle

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie

Inhaltsverzeichnis

Table of Contents - Graph Databases
- The Cypher Query Language
- Empowering Your Business with Pure Cypher
- The Graph Data Science Library and Path Finding
- Spatial Data
- Node Importance
- Community Detection and Similarity Measures
- Using Graph-based Features in Machine Learning
- Predicting Relationships
- Graph embedding - from Graphs to Matrices
- Using Neo4j in Your Web Application
- Neo4j at Scale

Über Autor(innen)

Scifo Estelle:

Estelle Scifo possesses over 7 years experience as a data scientist, after receiving her PhD from the Laboratoire de lAcclrateur Linaire, Orsay (affiliated to CERN in Geneva). As a Neo4j certified professional, she uses graph databases on a daily basis and takes full advantage of its features to build efficient machine learning models out of this data. In addition, she is also a data science mentor to guide newcomers into the field. Her domain expertise and deep insight into the perspective of the beginners needs make her an excellent teacher.