AI Enhancement with Knowledge Graphs - Mastering RAG Systems
Completed by Qi Song
October 16, 2025
5 hours (approximately)
Qi Song's account is verified. Coursera certifies their successful completion of AI Enhancement with Knowledge Graphs - Mastering RAG Systems
What you will learn
Build and query advanced Knowledge Graphs using Neo4j for practical applications.
Integrate Knowledge Graphs with RAG workflows to improve AI system performance.
Create vector indexes and embeddings for enhanced data retrieval and contextualization.
Design end-to-end RAG-powered Knowledge Graphs, from data extraction to AI application.
Skills you will gain
- Category: Embeddings
- Category: LLM Application
- Category: Interactive Data Visualization
- Category: Development Environment
- Category: AI Integrations
- Category: Large Language Modeling
- Category: Graphing
- Category: Query Languages
- Category: Vector Databases
- Category: Retrieval-Augmented Generation
- Category: Graph Theory
- Category: AI Workflows
