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LinkedIn Learning

Data Science Foundations: Knowledge Graphs

via LinkedIn Learning

Overview

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.

Syllabus

Introduction
  • Knowledge graphs in corporate use
1. What Are Knowledge Graphs?
  • Knowledge graphs in use by digital companies
  • Google Knowledge Graph
  • Knowledge graphs in media and ecommerce
  • What is a knowledge graph?
2. Use Cases for Knowledge Graphs
  • Knowledge management
  • Recommender engines
  • Machine learning with knowledge graphs
3. Industry-Specific Knowledge Graphs
  • Knowledge graphs in healthcare
  • Sector-specific knowledge models
  • Text mining and machine learning
4. Recommendations for Implementation
  • Benefits of knowledge graphs in digital transformation
  • Checklist for the use of knowledge graphs in an organization
  • Create use-case ideas for knowledge graphs
5. How to Build a Knowledge Base
  • Create a taxonomy or data catalog
  • Create an ontology
  • Build the knowledge base
  • Make knowledge usable internally and externally
Conclusion
  • Further information

Taught by

Daniel Burgwinkel

Reviews

4.6 rating at LinkedIn Learning based on 306 ratings

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