Description
Graph Databases: Neo4j, RDF, Knowledge Graphs & GraphRAG is a course on graph databases and their growing role in modern data systems and artificial intelligence published by Udemy Online Academy. This course provides a comprehensive introduction to graph databases and their growing role in modern data systems and artificial intelligence. The course explains how graph-based thinking differs from relational models and why technologies like Neo4j and RDF are ideal for representing complex relationships. Learners will explore the basics of knowledge graphs and discover how they power advanced use cases such as semantic search, recommendation systems, and AI reasoning. The course also introduces GraphRAG and shows how graph structures can improve retrieval productivity by adding context, precision, and explainability to LLM-based applications.
This course is a complete beginner-to-advanced guide to graph databases. You will learn how modern systems use graphs to model complex relationships and how to build real-world applications using Neo4j, Python, RDF, knowledge graphs, and GraphRAG. Graph databases are increasingly used in areas such as recommender systems, fraud detection, social networks, and AI-based applications. This course provides you with a structured learning path with practical skills that you can apply directly to real-world problems, projects, and jobs. By the end of this course, you will have a strong understanding of graph databases and the confidence to work with Neo4j, Python, graph algorithms, RDF, knowledge graphs, and GraphRAG in real-world applications.
What you will learn in Graph Databases: Neo4j, RDF, Knowledge Graphs & GraphRAG:
- You will understand the basics of graph databases and how they differ from traditional databases.
- You will learn how to use Neo4j, write Cypher queries, and work with graph data using Python.
- You will apply graph algorithms such as BFS, DFS, and shortest path to solve real-world problems.
- You will build knowledge graphs and understand the concepts of RDF, SPARQL, GraphQL, and GraphRAG.
- And…
Course specifications
Publisher: Udemy
Instructors: Aritra Basak
Language: English
Level: Introductory to Advanced
Number of Lessons: 69
Duration: 10 hours and 18 minutes
Course topics
Graph Databases: Neo4j, RDF, Knowledge Graphs & GraphRAG Prerequisites
No prior experience with graph databases is required. This course is designed for complete beginners.
You only need a laptop or desktop computer with a stable internet connection.
Pictures
Graph Databases: Neo4j, RDF, Knowledge Graphs & GraphRAG introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 1080p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
5 GB
