AI Enhancement with Knowledge Graphs - Mastering RAG Systems
Completed by Umamaheswari Azhakesan
April 13, 2025
5 hours (approximately)
Umamaheswari Azhakesan'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: Graph Theory
- Category: Development Environment
- Category: Interactive Data Visualization
- Category: LLM Application
- Category: Vector Databases
- Category: Query Languages
- Category: Large Language Modeling
- Category: Retrieval-Augmented Generation
- Category: AI Integrations
- Category: Data Processing
- Category: Embeddings
- Category: AI Workflows
