John Stegeman's Achievements
Neo4j & Generative AI Certification
Prove your ability to build production RAG applications with Neo4j's knowledge graph and vector search
Coming Soon
Neo4j Certified Professional
Prove your Neo4j credentials with an accredited certification from Neo4j
Neo4j Graph Data Science Certification
- Comprehensive knowledge of the Neo4j Graph Data Science Library
- Graph Data Science workflows
AuraDB Fundamentals
- AuraDB tiers
- Instance management
- Cost optimization
- Data import and querying
- Backup and restore
Building Dashboards with Neo4j Aura
- Neo4j Dashboards
- exploratory data analysis
- data import and visualization
- exploring relationships in data.
Building Knowledge Graphs with LLMs
- Convert unstructured data into a knowledge graph
- Customize a Knowledge Graph Schema
- Query a knowledge graph
- Using LLMs to generate Cypher queries
Building Neo4j Applications with Node.js
- Driver life cycle
- Installing and instantiation
- Read and write transactions
- Best practices
Context Graphs: Agent Memory with Neo4j
- Context Graphs
- Agent Memory
- neo4j-agent-memory
- Reasoning Traces
- POLE+O
Cypher Fundamentals
- Cypher patterns
- Reading data from a graph
- Writing data to a graph
Cypher Indexes and Constraints
- Constraints
- Indexes
- Full-text indexes and search
- Index Management
Graph Data Modeling Fundamentals
- Graph data modeling fundamentals
- Creating graphs
- Graph Refactoring
Importing CSV Data into Neo4j
- Importing data into Neo4j
- Import CSV files using the Neo4j Data Importer and Cypher
- Post-processing data after import
Importing Data Fundamentals
- Importing data into Neo4j
- Options for importing data
- Using Neo4j Data Importer
Intermediate Cypher Queries
- Filtering queries
- Controlling results
- Graph traversal
- Pipelining queries
- Subqueries
Introduction to Neo4j Graph Data Science
- Graph Data Science
- Graph projections
- Installation options
- GDS licensing
Neo4j & LLM Fundamentals
- Neo4j and Generative AI fundamentals
- Large Language Models
- Retrieval Augmented Generation (RAG)
- Using Neo4j with Langchain
Neo4j Fundamentals
- Graph theory
- Graph structures
- Elements of a graph database
- Reading and writing data in Neo4j
- Cypher patterns
Neo4j Graph Data Science Fundamentals
- Graph Data Science
- Graph algorithms
- Machine learning pipelines
- GDS machine learning operations
Path Finding with GDS
- Shortest paths
- GDS algorithms
- Weighted/Unweighted relationships