Course Details
Course Details
What You'll Learn
Topic 1 Introduction to Neo4J Graph Data Science
Overview of Neo4j Graph Data Science (GDS)
How GDS Works
Graph Catalog
Cypher Projections
Topic 2 Graph Algorithms
Path Finding
Community Detection
Node Embedding
Similarity
Shortest Paths with Cypher
Weighted Shortest Paths
Topic 3 Graph Machine Learning
Overview of Graph Machine Learning
Node Classification Pipeline
Link Prediction
Exploratory Analysis
Handling Missing Values
Encoding Categorical variables
Dimensionality reduction
KMeans algorithm
Feature normalization
Optimizing KMeans algorithm
Nearest neighbor graph
kNN algorithm
Topic 4 Neo4j and LLM
Introduction to Neo4j with Generative AI
Avoiding Hallucination
Grounding LLMs
Vectors & Semantic Search
Vector Indexes
Introduction to Langchain
Large Lauguage Models (LLM)
Chains
Memory
Agents
Retrievers
Using LLMs for Query Generation
The Cypher QA Chain
Conversational Agent
Course Info
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
Target Age Group: 18-65 years old
Minimum Software/Hardware Requirement
Software:
TBD
Hardware: Window or Mac Laptops
Job Roles
Job Roles
- Data Scientist specializing in Graph Databases
- Neo4j Database Administrator
- Graph Data Analyst
- AI and Machine Learning Engineer
- Natural Language Processing Engineer
- Graph Database Consultant
- Data Integration Specialist
- Business Intelligence Analyst
- Network Analysis Researcher
- Recommendation Systems Developer
- AI Application Developer
- Data Architect specializing in Graph Technologies
- Cybersecurity Analyst using Graph Data Science
- Financial Analyst leveraging Graph Databases
- Healthcare Data Analyst
- Social Network Analyst
- Supply Chain Optimization Analyst
- Graph Algorithm Developer
- Software Developer with Neo4j Expertise
- Academic Researcher in Graph Theory and Data Science
Trainers
Trainers
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