Knowledge Graphs
Model, query, and reason over knowledge graphs — from property-graph basics and Cypher to entity extraction, hybrid graph+vector retrieval, and production GraphRAG.
Beginner
Knowledge Graphs — Beginner
Foundational five-day path through property graphs, entity/relationship modeling, Cypher, graph algorithms, and a first GraphRAG system.
5 lessons
IntermediateKnowledge Graphs — Intermediate
Build graphs from unstructured text and run them in production: entity extraction, ontology evolution, hybrid graph+vector retrieval, entity resolution, and graph-retrieval evaluation.
5 lessons
AdvancedKnowledge Graphs — Advanced
Operate knowledge graphs at scale: graph partitioning and sharding, temporal/versioned graphs, graph embeddings and inference, production GraphRAG, and a platform-design capstone.
5 lessons