u/VisionaryPond

Complete beginner here... what is the best roadmap to learn Knowledge Graphs from scratch?

Hi everyone,

I am completely new to the world of Knowledge Graphs and looking for a solid learning path or roadmap to get started with the basics.

To give you some context:

  • My background: Minimal knowledge of KGs :/ hoping to get some insight in the hopes of possibly starting a career.
  • My goal: I want to understand how KGs work because I am interested in connecting it to LLMs/RAG, and adding to my data engineering knowledge

I am a bit overwhelmed by the different technologies and terminology (RDF, OWL, Property Graphs, Neo4j/Arango vs. Ontologies).

Could you recommend:

  1. The best beginner-friendly books, courses, or YouTube channels?
  2. A simple hands-on project idea to practice the core concepts?
  3. Whether I should focus on semantic web standards (W3C/RDF) or property graphs first?

Thank you in advance for any guidance!

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u/VisionaryPond — 4 days ago