Guide - Building Knowledge Graphs

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Geek Capsule

Simba

36 episodes

4 days ago

Distilled core technological knowledge—ideal for a high-level overview, a quick refresher, or some thought-provoking insight before you unwind.

Technology

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Distilled core technological knowledge—ideal for a high-level overview, a quick refresher, or some thought-provoking insight before you unwind.

Technology

https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/43832561/43832561-1749235854590-2ec0cf93a22a3.jpg

Guide - Building Knowledge Graphs

Geek Capsule

56 minutes 53 seconds

3 months ago

Guide - Building Knowledge Graphs

00:00:00 Introducing Knowledge Graphs

00:03:15 Organizing Principles for Building Knowledge Graphs

00:07:37 Graph Databases

00:11:58 Loading Knowledge Graph Data

00:16:08 Integrating Knowledge Graphs with Information Systems

00:20:43 Enriching Knowledge Graphs with Data Science

00:24:49 Graph-Native Machine Learning

00:28:54 Mapping Data with Metadata Knowledge Graphs

00:32:41 Identity Knowledge Graphs

00:36:35 Pattern Detection Knowledge Graphs

00:40:53 Dependency Knowledge Graphs

00:45:31 Semantic Search and Similarity

00:49:51 Talking to Your Knowledge Graph

00:54:16 From Knowledge Graphs to Knowledge Lakes