~/talk

Graph analytics: From zero to hero

Talkat Oracle DatabaseWorld 2022 · 2022-04-20..04-25· [databases, data-visualization]
links:none on file
slides:none on file

Creates a property graph inside Oracle Graph Studio from CUSTOMER, MOVIE and CUSTSALES tables in Autonomous Database, runs PGQL queries and Notebook Python/Java API calls to invoke personalized_salsa and WhomToFollow, and returns ranked movie scores for churn-risk users (example Emilio Welch) and cluster-based recommendations (example Ricky Rogers). Demonstrates visualization of vertex properties, uses a subgraph for SALSA, cites “over 60” built-in algorithms, and notes RDF/SPARQL linking to DBpedia for enrichment.

AI-written summary · about

  1. 0:00Introduction
  2. 0:24What are graphs
  3. 2:09Graph algorithms
  4. 3:04Oracle Graph
  5. 4:10Demo
  6. 4:55Overview
  7. 5:29Graph Studio Demo
  8. 7:27Notebook Demo
  9. 15:37Graph Models
  10. 16:12Example
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