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Apache Spark for Graph Analytics

Overview

Skills Needed

Learn graph analytics with Apache Spark. Explore GraphX, graph algorithms, and more. Enroll now!

  • Intermediate knowledge of Apache Spark fundamentals
  • Familiarity with graph theory concepts

Outline

  • Introduction to Graph Analytics
  • Graph Representation and Storage
  • Analyzing Graph Data with GraphX
  • Graph Algorithms and Traversal Techniques
  • Community Detection and Graph Clustering
  • Centrality Measures and Node Importance
  • Anomaly Detection in Graphs
  • Real-world Graph Analysis Use Cases
  • Scalable Graph Processing with Pregel
  • Best Practices for Graph Analytics with Apache Spark

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