Graph Data Science with Neo4j: Learn how to use Neo4j 5 with Graph Data Science library 2.0 and its Python driver for your project

Author:   Estelle Scifo
Publisher:   Packt Publishing Limited
ISBN:  

9781804612743


Pages:   288
Publication Date:   31 January 2023
Format:   Paperback
Availability:   In stock   Availability explained
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Graph Data Science with Neo4j: Learn how to use Neo4j 5 with Graph Data Science library 2.0 and its Python driver for your project


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Author:   Estelle Scifo
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781804612743


ISBN 10:   180461274
Pages:   288
Publication Date:   31 January 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In stock   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Introducing and Installing Neo4j Using Existing Data to Build a Knowledge Graph Characterizing a Graph Dataset Using Graph Algorithms to Characterize a Graph Dataset Visualizing Graph Data Building a Machine Learning Model with Graph Features Automatically Extracting Features with Graph Embeddings for Machine Learning Building a GDS Pipeline for Node Classification Model Training Predicting Future Edges Writing Your Custom Graph Algorithm with the Pregel API

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Author Information

Estelle Scifo is a Neo4j Certified Professional and Neo4j Graph Data Science certified user. She is currently a machine learning engineer at GraphAware where she builds Neo4j-related solutions to make customers happy with graphs. Before that, she worked in several fields, starting out with research in particle physics, during which she worked at CERN on uncovering Higgs boson properties. She received her PhD in 2014 from the Laboratoire de l’Accélérateur Linéaire (Orsay, France). Continuing her career in industry, she worked in real estate, mobility, and logistics for almost 10 years. In the Neo4j community, she is known as the creator of neomap, a map visualization application for data stored in Neo4j. She also regularly gives talks at conferences such as NODES and PyCon. Her domain expertise and deep insight into the perspective of a beginner's needs make her an excellent teacher.

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