Course

Analyze Graph Data with Python

Apply graph algorithms at scale using the Python GDS client and Aura Graph Analytics

4 hours13 lessons across 2 modules
About this course

In this 4-hour course, you will learn

Welcome to the GDS Python Client & Aura Graph Analytics workshop.

In this hands-on workshop, you will move from the Neo4j Browser to the Python GDS client, applying centrality, community detection, and embedding algorithms to a citation network. You'll then learn to run pathfinding algorithms at scale using Aura Graph Analytics.

Before taking this workshop, you should have:

  • Completed the Graph Data Science in Practice workshop, or equivalent experience with GDS concepts
  • Basic understanding of GDS projections and the Project → Run → Write workflow
  • Familiarity with Python
  • GDS Python Client

  • Aura Graph Analytics

  • PageRank

  • Betweenness Centrality

  • FastRP