Knowledge Graphs Courses and Certifications

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
• On-Demand
• Free Video

AWS Events

Knowledge Graphs for AI and Intelligent Systems - DAT209

Discover how knowledge graphs transform enterprise data into actionable insights for AI systems, featuring real-world GenAI deployments and practical implementation strategies.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Certified Generative AI Architect with Knowledge Graphs

74 ratings at Udemy

Design and Deploy Scalable GenAI Systems with Ontologies, RAG, and Multi-Agent Architectures

• Udemy
• 2 hours 4 minutes
• On-Demand
• Paid Course

Packt

AI Enhancement with Knowledge Graphs - Mastering RAG Systems

Master the integration of Knowledge Graphs with RAG systems to enhance AI capabilities, covering Neo4j implementation, vector embeddings, and end-to-end project development for improved contextual understanding.

• Coursera
• 5 hours 50 minutes
• On-Demand
• Paid Course

Packt

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

Master Neo4j's graph database capabilities, from Cypher queries to Graph Data Science algorithms, plus integration with GraphQL, LLMs, and knowledge graphs for RAG applications.

• Coursera
• 5 hours 59 minutes
• On-Demand
• Paid Course

Discover AI

KGARevision: A Knowledge Graph-Based Agent for Medical AI Question Answering

Discover how Harvard's KGARevion agent combines knowledge graphs with LLMs to enhance medical AI reasoning, focusing on complex medical interactions and improved retrieval methods.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Databricks

Building a Knowledge Graph with Spark and NLP for Novel Drug Recommendations

Explore drug discovery using knowledge graphs, NLP, and Spark. Learn techniques for efficient data processing, entity recognition, and relationship extraction to enhance pharmaceutical research.

• YouTube
• 41 minutes
• On-Demand
• Free Video

GERAD Research Center

Knowledge Graph Reasoning with Graph Neural Networks

Explore knowledge graph reasoning using graph neural networks. Learn about Neural Bellman-Ford Networks and GNN Query Executor for single-hop and multi-hop queries, combining symbolic methods with neural approaches.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Valence Labs

Towards Foundation Models for Knowledge Graph Reasoning

Explore ULTRA, a novel approach for universal and transferable graph representations in knowledge graph reasoning, enabling zero-shot inductive inference and fine-tuning on unseen graphs.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Mervin Praison

Sciphi Triplex: A Cost-Effective Alternative to Microsoft GraphRAG

Explore Sciphi Triplex: a cost-effective, high-performance alternative to Microsoft's Graph RAG for creating knowledge graphs from unstructured data. Learn setup, implementation, and visualization techniques.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Discover AI

KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment

Explore how to enrich and update Knowledge Graphs using DeepSeek's multi-agent LLM system for automated integration of scientific literature and new information.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Discover AI

Bottom-up Domain-specific AI Superintelligence - A Reliable Knowledge Graph Approach

Discover Princeton's breakthrough approach to AI superintelligence using symbolic logic and knowledge graphs instead of traditional token prediction methods.

• YouTube
• 34 minutes
• On-Demand
• Free Video

AI Engineer

When Vectors Break Down - Graph-Based RAG for Dense Enterprise Knowledge

Discover how graph-based RAG architecture achieves 86.31% accuracy on enterprise knowledge bases, outperforming traditional vector approaches with sub-second response times.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Discover AI

Knowledge Graph Adaptive Reasoning with Plan-on-Graph LLM - From Theory to Implementation

Discover how Plan-on-Graph LLM reasoning enhances knowledge graph integration through adaptive planning, self-correction, and efficient multi-hop reasoning for improved accuracy and transparency in AI decision-making.

• YouTube
• 24 minutes
• On-Demand
• Free Video

AI Engineer

Wisdom-Driven Knowledge Augmented Generation at Scale

Discover how Wisdom-Driven Knowledge Graphs enhance AI systems beyond traditional RAG, enabling expert-level reasoning and quantitative analysis for smarter decision-making.

• YouTube
• 19 minutes
• On-Demand
• Free Video