Neo4j Fundamentals
1h
Discover how graph databases work and get hands-on with Neo4j: learn graph theory, nodes, relationships, and write your first Cypher queries.
Free · Self-Paced · Hands-on
Build smarter AI
with graph technology.
GraphAcademy is Neo4j's free online learning platform. From your first Cypher query to production-grade GraphRAG applications — we guide you every step of the way.
What do you want to learn today?
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240k+Learners worldwide
30+Hands-on courses
100%Free & self-paced
Learning Paths
Everything graph,
All in one place.
Curated sequences of hands-on lessons, labs and quizzes — each path takes you from first principles to shipping something real.
Browse learning paths
01
Generative AI & GraphRAG
Give your LLMs a knowledge graph memory. Build RAG pipelines that retrieve structured, contextual facts for more accurate, grounded answers.
10 courses→
02
Sharpen your Cypher
Master Cypher, the query language for graph data: from your first MATCH clause to aggregations, indexes, constraints, and tuning multi-hop queries.
7 courses→
03
Graph Application Development
Ship production applications on Neo4j with driver courses for Python, Java, Go, .NET, and TypeScript, plus Spring Data and GraphQL API development.
9 courses→
04
Graph Data Science
Apply powerful ML algorithms directly to graph structure. Detect communities, predict links, rank nodes, and find similar entities — at scale.
5 courses→
Start with the fundamentals
Four courses.
One strong foundation.
New to graphs? Start here. In about six hours you'll have the vocabulary, the queries and the modeling instincts to build your first real graph application.
Browse all courses
Cypher Fundamentals
1h
Learn Cypher, the query language for Neo4j. Read and write graph data, match patterns of nodes and relationships, and build queries in under an hour.
Graph Data Modeling Fundamentals
2h
Design graph data models for Neo4j using proven best practices. Turn application questions into nodes, relationships, and properties that scale.
Importing Data Fundamentals
2h
Import data into Neo4j with confidence. Load CSV files, map relationships, and use Cypher and the Data Importer to build a graph from your own data.