Knowledge Graphs Courses and Certifications

Supercharge AI with Knowledge Graphs: RAG System Mastery NEW

197 ratings at Udemy

Enhance Large Language Models Using Structured Context and Retrieval-Augmented Generation - Neo4j, LangChain, Cypher

• Udemy
• 2 hours 41 minutes
• On-Demand
• Paid Course

Knowledge Graphs for RAG

40 ratings at Coursera

Learn to leverage knowledge graphs in RAG applications, enhancing LLM performance with structured data relationships, advanced querying, and comprehensive information retrieval techniques.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Data Science Foundations: Knowledge Graphs

306 ratings at LinkedIn Learning

Improve your handling of information with knowledge graphs. This course covers knowledge graph tools, as well as how to network your databases and build a digital knowledge base.

• LinkedIn Learning
• 31 minutes
• On-Demand
• Free Trial Available

Open Data Science

Search and Discovery in News and Research - Dr. Anju Kambadur

Explore Bloomberg's AI-driven search and discovery system for financial news, leveraging machine learning and NLP to parse unstructured data and provide valuable insights for clients.

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

Databricks

Drug and Vaccine Discovery Using Knowledge Graphs and Apache Spark

Explore how GSK uses knowledge graphs and Apache Spark to build a massive medical database, enabling advanced drug and vaccine discovery through innovative data querying and machine learning techniques.

• YouTube
• 31 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

Building Knowledge Graphs

Explore the power of knowledge graphs in data management, their applications, and strategies for successful implementation in semantic search, recommendation systems, and data fabric.

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

BasisTech

ConceptNet: Teaching Machines Common Sense

ConceptNet: Enhancing machine learning with common sense knowledge. Explores multilingual knowledge graph for natural language understanding, focusing on Japanese data and commercial applications in enterprise feedback management.

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

AllegroGraph

Building a Healthcare and Life Sciences Knowledge Graph with Synthea and ChatGPT

Explore plug-and-play healthcare Knowledge Graphs and ChatGPT's role in answering questions, generating graphs, and creating medical notes. Learn about entity-event models and AI-human collaboration.

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

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

Discover AI

Graph Inspired Veracity Extrapolation (GIVE) - Integrating LLMs with Knowledge Graphs

Discover how GIVE framework enhances LLM reasoning by combining knowledge graphs with internal model knowledge, enabling more accurate responses through structured, step-by-step logical inference processes.

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

Toronto Machine Learning Series (TMLS)

How Knowledge Graphs Help Generative AI Models Answer Questions

Discover how Knowledge Graphs enhance RAG patterns in LLMs, improving accuracy and relationship mapping for more precise AI responses across finance and healthcare applications.

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

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
• On-Demand
• Free Video