Knowledge Graphs Courses and Certifications

Toronto Machine Learning Series (TMLS)

Enabling GenAI Breakthroughs with Knowledge Graphs - Building Personalized Recommendation Systems

Discover how to integrate LLMs with Neo4j knowledge graphs using RAG patterns to build intelligent GenAI applications for personalized recommendations and enhanced data insights.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

AllegroGraph

Data Fabrics and Knowledge Graphs for the AI Enterprise

Explore data fabrics and knowledge graphs as essential tools for integrating enterprise knowledge, enhancing AI capabilities, and democratizing data access across organizations.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

MLOps.community

Managing Small Knowledge Graphs for Multi-agent Systems - MLOps Podcast #236

Explore knowledge graph management for multi-agent systems, focusing on structural grounding, selective improvement, and end-to-end reliability. Learn strategies to enhance RAG accuracy and repeatability in AI pipelines.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

ChariotSolutions

Ontology-First Knowledge Graphs: Understanding RDF and Building Connected Data Systems

Dive into the fundamentals of Knowledge Graphs, exploring RDF frameworks, ontology development, and real-world applications like Netflix's data connection strategy through practical examples and expert insights.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Data Science Festival

GraphRAG: Powering Up LLMs with Knowledge Graphs

Discover how GraphRAG enhances LLMs by integrating knowledge graphs, improving accuracy and reasoning capabilities for complex information processing and question answering tasks.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

DigitalSreeni

Introduction to Knowledge Graphs - Concepts, Applications, and Metrics

Discover the fundamentals of knowledge graphs, from basic concepts to practical applications, including graph metrics, semantic relationships, and essential tools for network analysis.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

All Things Open

Leveraging Knowledge Graphs for RAG: A Smarter Approach to Contextual AI Applications

Discover how knowledge graphs can transform retrieval-augmented generation (RAG) systems beyond traditional vector databases, offering superior contextual understanding for complex AI applications with practical implementation techniques.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

MLOps World: Machine Learning in Production

Knowledge Graphs + Semantic Search: Unlocking Smarter LLMs

Explore how knowledge graphs and semantic search can enhance LLM capabilities, making AI agents more reliable and transparent in production environments through structured approaches and guardrails.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

AllegroGraph

AllegroGraph in Action: Layered AI and Knowledge Graphs

Discover how AllegroGraph combines vector search, LLMs, reasoning, and graph queries into a unified AI system for deep insights across cybersecurity, finance, and healthcare through practical demonstrations.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

AllegroGraph

Knowledge Graphs for Next-Level Cyber Threat Intelligence

Explore how knowledge graphs and semantic technology enhance cyber threat intelligence beyond STIX standards, with practical demonstrations of advanced threat detection and analysis capabilities.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

MLOps World: Machine Learning in Production

Why Semantics and Knowledge Graphs Are Essential for AI-Ready Data Systems

Discover why semantics and knowledge graphs are the missing foundation for AI-ready data systems, bridging traditional data engineering with modern AI workflows for scalable production.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Knowledge Graphs for RAG

105 ratings at Coursera

Build knowledge graphs for RAG: query Neo4j with Cypher, add vector indexes for similarity search, and construct graphs from financial documents to enrich LLM prompts.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Free Online Course

Packt

AI Enhancement with Knowledge Graphs - Mastering RAG Systems

10 ratings at Coursera

Build RAG systems on knowledge graphs: construct and query Neo4j graphs, create vector indexes and embeddings, and assemble an end-to-end GraphRAG workflow with LangChain.

• Coursera
• 8 weeks, 1 hour a week
• Self-Paced
• Paid Course

Packt Career Certificate

Building AI Agents with LLMs, RAG, and Knowledge Graphs

Move beyond text generation to grounded reasoning: build LLM-powered agents with retrieval pipelines, knowledge graphs, planning and tool use, and single- and multi-agent applications.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Packt

Neo4j: Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG

Query and analyze graph data in Neo4j with Cypher, run Graph Data Science algorithms, connect GraphQL and Python, and build LLM knowledge graphs for RAG.

• Coursera
• 9 weeks, 1 hour a week
• Self-Paced
• Paid Course