Jean-Marc Guerin's Achievements
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
Build a Neo4j-backed Chatbot using Python
- Building a Neo4j-backed Chatbot
- Using Neo4j with Langchain
- Retrieval Augmented Generation (RAG)
Building GraphRAG Python MCP tools
- FastMCP server development
- Neo4j driver lifecycle management
- Context-aware tools with logging
- Pagination for large datasets
- Text-to-Cypher natural language queries
Building Neo4j Applications with Python
- Driver life cycle
- Installing and instantiation
- Read and write transactions
- Best practices
Cypher Fundamentals
- Cypher patterns
- Reading data from a graph
- Writing data to a graph
Developing with Neo4j MCP Tools
- Model Context Protocol fundamentals
- Neo4j MCP server installation
- Natural language database interaction
- Building GraphRAG applications
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
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
Neo4j and Generative AI Workshop
- Generative AI
- GraphRAG
- Knowledge Graph Construction
- Vectors and Text to Cypher Retrievers
- Agents
Path Finding with GDS
- Shortest paths
- GDS algorithms
- Weighted/Unweighted relationships