Analyze Graph Data with Python
4h
Apply graph algorithms at scale using the Python GDS client and Aura Graph Analytics
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49 coursesof 49 total
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.
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
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 in 1 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
Learn how to design a Neo4j graph using best practices
Graph Data Science in Practice
4h
Learn to apply graph algorithms to real-world business problems
Graph Type Schema Enforcement
40 min
Define and enforce a graph schema using graph types in Neo4j
GraphRAG Hackathon
30 min
Build a GraphRAG application powered by Neo4j and an AI coding agent
How we teach
1h
How we develop GraphAcademy learning experiences
Importing Data Fundamentals
2h
Learn how to import data into Neo4j
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 Certified Professional
1h
Prove your Neo4j credentials with an accredited certification from Neo4j
Neo4j Fundamentals
1h
Learn about Graph databases and get started with Neo4j
Neo4j Graph Data Science Certification
1h
Prove your Graph Data Science credentials with an accredited certification from 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 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
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
Zero to Production Hands-On Workshop
1h
Go from Zero to Production with Neo4j, Aura, and AI Agents.