AI on Your Lakehouse: Context Comes in Shapes, Not Queries
1h
Build a graph knowledge layer over your documents and warehouse data so your agent can use them reliably
Find the right Neo4j course
for what you're building.
62+ Free, hands-on courses across Cypher, GraphRAG, data science and ops. Search by what you want to do — or filter by role, learning path and topic.
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62 coursesof 62 total
Agent Memory in 90 Minutes
1h 30m
Build an ontologically sound agent memory graph system, give any agent the power to record memories and decision traces, use a memory-enabled agent to build a custom agent, and distil it all as a skill.
Analyze Graph Data with Python
4h
Apply graph algorithms at scale using the Python GDS client and Aura Graph Analytics
Aura Graph Analytics fundamentals
1h
Aura Graph Analytics is on-demand, session-based graph compute — pay-per-minute, isolated from your live database, and able to read graphs from any data source. Learn what AGA is, when to reach for it, and how to drive sessions from Cypher, Python, and any Neo4j driver.
Aura In Production
2h
Learn how to backup, restore and monitor Neo4j Aura instances in production
AuraDB Fundamentals
1h
Learn how to use Neo4j AuraDB, a fully managed graph database service in the cloud.
Build a Product Recommendation Dashboard on Aura
1h 30m
Import the Northwind dataset into your own Neo4j Aura instance and build an interactive product recommendation dashboard — no code required.
Building Agents in Neo4j Aura
2h
Learn to build and publish agentic systems in Neo4j Aura
Building Dashboards with Neo4j Aura
2h
Learn to build and share dashboards in Neo4j Aura
Building GraphRAG Python MCP tools
2h
Build your own GraphRAG MCP server with graph-backed tools and resources.
Building GraphRAG TypeScript MCP tools
2h
Build your own GraphRAG MCP server with graph-backed tools and resources using TypeScript.
Building Knowledge Graphs with LLMs
1h
Learn how to use Generative AI and LLMs to convert unstructured data into knowledge graphs.
Building Neo4j Applications with Spring Data
4h
Learn how to use the Spring Data Neo4j library to interact with Neo4j
Building Neo4j Applications with TypeScript
2h
Learn how to interact with Neo4j in your TypeScript project using the Neo4j JavaScript Driver
Constructing Knowledge Graphs with Neo4j GraphRAG for Python
2h
Learn how to use Python and LLMs to convert unstructured data into knowledge graphs.
Context Graphs: Agent Memory with Neo4j
2h 30m
Build an AI agent that records its reasoning, then query the trace to understand what it did and why
Cypher Aggregations
1h
Learn how Cypher aggregation works and how to use list and aggregate functions effectively.
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.
Cypher Indexes and Constraints
2h
Make your graph more performant with Cypher constraints and indexes
Developing with Neo4j MCP Tools
2h
Learn how to use the Neo4j MCP server and tools to create intelligent AI applications
Entity Communication Networks
2h
Extract structured communication metadata from documents and build entity networks in Neo4j
Full-Text Search in Neo4j
40 min
Create and query full-text indexes for case-insensitive search
Get started with Graph Data Science
3h
Learn the fundamentals of Neo4j Graph Data Science
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.
Graph Data Science in Practice
4h
Learn to apply graph algorithms to real-world business problems
Graph Data Science na Prática
4h
Aprenda a aplicar algoritmos de grafos a problemas de negócio do mundo real
Graph Type Schema Enforcement
40 min
Define and enforce a graph schema using graph types in Neo4j
GraphRAG Hackathon
43 min
Build a GraphRAG application powered by Neo4j and an AI coding agent
Importing CSV data into Neo4j
1h
Learn how to import CSV data into Neo4j using Cypher
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.
Importing Data into Neo4j Workshop
2h
Learn how to import your data into Neo4j
Intermediate Cypher Queries
1h
Continue your learning journey with Cypher queries
Introduction to Graph Databases Workshop
2h
Learn about Graph theory, Neo4j fundamentals, and how to read and write data using Cypher.
Introduction to Neo4j & GraphQL
2h
Learn how to create GraphQL APIs using Neo4j GraphQL Toolbox and Library.
Introduction to Vector Indexes and Unstructured Data
1h
Understand and search unstructured data using vector indexes
LOAD CSV Data Import
40 min
Import data from CSV files into Neo4j using LOAD CSV, creating nodes, relationships, and handling data type conversions
Modeling and Importing Data into Neo4j Workshop
2h
Import the Northwind dataset into Neo4j and learn data modeling fundamentals
Neo4j & Generative AI Certification
1h
Prove your ability to build production RAG applications with Neo4j's knowledge graph and vector search
Neo4j & GenerativeAI Fundamentals
2h
Learn how Neo4j and GraphRAG can support your Generative AI projects
Neo4j Administration Workshop
4h
Learn how to set up, configure, and monitor Neo4j
Neo4j Agent Memory Workshop
3h 20m
Build an AI agent with persistent, explainable memory backed by Neo4j - short-term, long-term, and reasoning - using the neo4j-agent-memory package.
Neo4j Certified Professional
1h
Become a Neo4j Certified Professional. Test your skills in Cypher, graph data modeling, data importing, and drivers in this online certification exam.
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.
Neo4j Graph Data Science Certification
1h
Prove your graph data science skills. This certification tests your knowledge of GDS algorithms, graph projections, and analytics workflows in Neo4j.
Neo4j Management, Optimization, and Refactoring Workshop
4h
Learn how to manage Neo4j Aura databases, optimize Cypher queries for better performance, and refactor graph models for maintainability and efficiency.
Neo4j Virtual Graph with Databricks
35 min
Run Cypher graph queries against your Databricks data without moving it
Neo4j Virtual Graph with Snowflake
35 min
Run Cypher graph queries against your Snowflake data without moving it
Neo4j and Generative AI Workshop
2h
Learn how to build GraphRAG workflows with Neo4j, Python, and LLM-powered retrieval techniques.
Path Finding with GDS
1h
Learn how to find the shortest paths between pairs of nodes in the graph
Running Neo4j in Docker
55 min
Run Neo4j in Docker, then scale up to a fault-tolerant cluster
Understand centrality algorithms
2h
Centrality algorithms can be divided into six loose families, and the algorithms inside a family answer similar questions. In this lab, you'll understand which families are the right ones for which kinds of analyses.
Using Neo4j with .NET
1h 30m
Learn how to interact with Neo4j using the Neo4j .NET Driver
Using Neo4j with Go
1h
Learn how to interact with Neo4j from Go using the Neo4j Go Driver
Using Neo4j with Java
1h
Learn how to interact with Neo4j using the Neo4j Java Driver
Using Neo4j with LangChain
1h
Learn how to use Neo4j in your GenAI applications with LangChain
Using Neo4j with Python
1h
Learn how to interact with Neo4j from Python using the Neo4j Python Driver
Working with Dates and Durations
35 min
Use Neo4j temporal types to filter, compute, and search date-based data
Workshop de Gerenciamento, Otimização e Refatoração do Neo4j
4h
Aprenda a gerenciar bancos de dados Neo4j Aura, otimizar consultas Cypher para melhor desempenho e refatorar modelos de grafo para manutenibilidade e eficiência.
Workshop de Introdução a Bancos de Dados de Grafos
2h
Aprenda sobre teoria de grafos, fundamentos do Neo4j e como ler e escrever dados usando Cypher.
Workshop de Modelagem e Importação de Dados no Neo4j
2h
Importe o conjunto de dados Northwind para o Neo4j e aprenda os fundamentos de modelagem de dados
Workshop de Neo4j e IA Generativa
2h
Aprenda a construir fluxos de trabalho GraphRAG com Neo4j, Python e técnicas de recuperação com LLM.
Zero to Production Hands-On Workshop
1h
Go from Zero to Production with Neo4j, Aura, and AI Agents.
Learn Neo4j, from your first graph to production
GraphAcademy is the official learning platform from Neo4j, the team behind the graph database. Every course is hands-on: you work with a real Neo4j instance in your browser, write and run Cypher as you learn, and earn a certificate when you complete a course. Courses are self-paced, and most take between one and four hours to finish.
Where to start
If you are new to graph databases, start with Neo4j Fundamentals, which explains how a property graph stores nodes and relationships and why that changes the questions you can ask of your data. Follow it with Cypher Fundamentals to read and write graph data with the Cypher query language, then Graph Data Modeling Fundamentals to design a graph model for your own domain.
Go deeper by topic
From there, follow the topic that matches what you are building. Master the Cypher query language to write efficient queries against any graph. Build GraphRAG and GenAI applications that ground large language models in a knowledge graph. Run graph algorithms with Graph Data Science for centrality, community detection, and machine learning on graphs. Or develop applications with the Neo4j drivers in Python, JavaScript, Java, Go, or .NET.
Prove your skills
When you are ready, sit a Neo4j certification exam to earn an industry-recognized credential as a Neo4j Certified Professional or in Neo4j Graph Data Science. And if you meet an unfamiliar term along the way, the graph database glossary defines every concept the courses use, from traversals to node embeddings.