Knowledge Graphs Courses and Certifications

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

Supercharge AI with Knowledge Graphs: RAG System Mastery NEW

292 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

73 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

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

Wikidata Knowledge Graph to Enable Equitable and Validated Generative AI

Explore how Wikidata's open-access knowledge graph enhances generative AI with authenticated, equitable information, enabling semantic search and validation across 300 languages.

• YouTube
• 31 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

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

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
• On-Demand
• Free Video

MLOps.community

Graphs and Language - AI in Production Lightning Talk

Explore building knowledge graphs with language models and small language models to improve quality. Learn about NLP, recommender systems, and blockchain applications in digital solutions.

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

Cambridge University Press

Augmenting Reality with The World Avatar - Dynamic Knowledge Graphs for Data-Centric Engineering

Explore "The World Avatar," a dynamic knowledge graph for digital replication, enabling data-centric engineering across scales to enhance efficiency, reduce costs, and improve sustainability.

• YouTube
• 55 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

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

ArangoDB

LLMs with Knowledge Graphs - Building Q&A Agents and RAG Applications

Dive into building Q&A agents and RAG applications by combining LLMs with Knowledge Graphs, using tools like LangChain and LlamaIndex to enhance data interaction capabilities.

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