Knowledge Graphs Courses and Certifications

Knowledge Graphs for RAG

26 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

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

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

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

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

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

Toronto Machine Learning Series (TMLS)

Saga: Continuous Construction and Serving of Large Scale Knowledge Graphs

Explore continuous construction and serving of large-scale knowledge graphs with Saga, an end-to-end platform. Learn about challenges in industrial settings and various graph services.

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

AI Institute at UofSC - #AIISC

Knowledge-infused Learning - Dissertation Defense

Explore knowledge-infused learning techniques and their applications in AI through Manas Gaur's dissertation defense presentation.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

AI Institute at UofSC - #AIISC

Introduction to Knowledge Graphs and Semantic Technologies - Lecture 1

Explore foundational concepts in knowledge representation, databases, and semantic technologies. Learn about schema integration and semantic proximity in data management.

• YouTube
• 2 hours 8 minutes
• On-Demand
• Free Video