Knowledge Graphs Courses and Certifications

Knowledge Graphs for RAG

27 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

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

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

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

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

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

Data Science Festival

The Power of Knowledge Graphs and AI - A New Era for Developers and Data Scientists

Explore Knowledge Graphs and AI: Learn technical aspects, real-world applications, and future trends. Discover how to leverage these technologies for data harmonization and inference.

• YouTube
• 41 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

Data Science Festival

Embrace Complexity: Building Your Organization's Knowledge Graph

Discover how knowledge graphs can revolutionize organizational data management and supercharge AI programs through real-world insights and architectural strategies.

• YouTube
• 36 minutes
• On-Demand
• 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
• 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

Data Science Festival

Moving Data Platforms to Knowledge Platforms - From Data Architecture to Enterprise AI

Discover how knowledge platforms and graphs revolutionize enterprise AI by transforming traditional data architectures into dynamic, context-rich knowledge systems for enhanced data utilization.

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