Hiroyuki '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 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 .NET
- Driver life cycle
- Installing and instantiation
- Read and write transactions
- Best practices
Building Neo4j Applications with Python
- Driver life cycle
- Installing and instantiation
- Read and write transactions
- Best practices
Constructing Knowledge Graphs with Neo4j GraphRAG for Python
- Create a knowledge graph using Neo4j GraphRAG for Python
- Model a knowledge graph of structured and unstructured data
- Query a knowledge graph using retrievers
- Customize the knowledge graph build process
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
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
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
Introduction to Vector Indexes and Unstructured Data
- Importing unstructured data into graphs
- Vector indexes
- Embedding data
- Chunking
- Using Neo4j with LangChain
Neo4j & GenerativeAI Fundamentals
- Generative AI Fundamentals
- Large Language Models
- RAG
- GraphRag
- Integrating Neo4j with Generative AI
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
Using Neo4j with LangChain
- Integrating Neo4j using LangChain
- GraphRAG
- Vectors
- Text to Cypher