Samiksha Lahane's Achievements
Neo4j Certified Professional
Prove your Neo4j credentials with an accredited certification from Neo4j
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 Spring Data
- Spring Data Neo4j library
- Mapping a graph data models
- Converting data types
- Reading and writing data
- Using custom Cypher
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 CSV data into Neo4j
- Using LOAD CSV and Cypher
- Creating a data model
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 & GraphQL
- GraphQL fundamentals
- Using the Neo4j GraphQL Toolbox
- Creating GraphQL APIs backed by Neo4j graph database
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 & 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