Knowledge Graphs Courses and Certifications

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

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

Discover AI

Decoding on Graphs: Empowering LLMs with Knowledge Graphs Through Well-Formed Chains

Discover how to enhance LLM capabilities by integrating Knowledge Graphs through the Decoding on Graphs framework, focusing on graph-aware constrained decoding and well-formed reasoning chains.

• YouTube
• 29 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 TIME:知识图谱的高效构建与工业应用

AI TIME:知识图谱的高效构建与工业应用

• XuetangX
• On-Demand
• Free Online Course

Zhejiang University

知识图谱导论

Dive into the comprehensive world of knowledge graphs, from fundamental concepts to advanced applications in AI, covering representation, storage, extraction, reasoning, fusion, QA systems, and graph analytics.

• XuetangX
• On-Demand
• Free Online Course

Knowledge Graphs Seminar - Spring 2020

Explore knowledge graphs through Stanford's seminar series, covering fundamental concepts, applications, and advanced topics in this cutting-edge field of data representation and reasoning.

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

RDF and SPARQL Essentials

500 ratings at Udemy

A practical introduction to RDF, Turtle, TriG and SPARQL for authoring and querying knowledge graph data

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Introduction to Artificial Intelligence

2 reviews

Explore AI's evolution from symbolic systems to machine learning, deep networks, and LLMs. Gain insights into current applications, ethical considerations, and career opportunities in this rapidly advancing field.

• Independent
• 2 weeks, 3-6 hours a week
• On-Demand
• Free Online Course

Introduction to RedisGraph

17 ratings at LinkedIn Learning

Learn how to model, populate, and query large amounts of complex relational data, using RedisGraph, the knowledge graph database built on Redis.

• LinkedIn Learning
• 1 hour 13 minutes
• On-Demand
• Free Trial Available

Advanced SEO: Search Factors

327 ratings at LinkedIn Learning

Learn how SEO search factors impact how your content makes its way to your audience.

• LinkedIn Learning
• 1 hour 12 minutes
• On-Demand
• Free Trial Available

RAG and Fine-Tuning Explained

112 ratings at LinkedIn Learning

This course breaks down the AI concepts Retrieval Augmented Generation (RAG) and fine-tuning to explain how they factor into building robust enterprise applications.

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

Building Knowledge Graphs with Python

14 ratings at Pluralsight

This course will teach you how to create knowledge graphs out of textual information. It will show you how to extract information such as topics and entities and uncover how they are linked into so-called knowledge graphs.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

David Shapiro ~ AI

Train GPT-3 on Any Corpus of Data with ChatGPT and Knowledge Graphs - SCOTUS Opinions Part 1

Learn to create knowledge graphs from Supreme Court decisions, enhancing GPT-3's understanding of legal concepts for improved AI applications in law and research.

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