Data Science Foundations: Knowledge Graphs
Offered By: LinkedIn Learning
Course Description
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
- Knowledge graphs in use by digital companies
- Google Knowledge Graph
- Knowledge graphs in media and ecommerce
- What is a knowledge graph?
- Knowledge management
- Recommender engines
- Machine learning with knowledge graphs
- Knowledge graphs in healthcare
- Sector-specific knowledge models
- Text mining and machine learning
- Benefits of knowledge graphs in digital transformation
- Checklist for the use of knowledge graphs in an organization
- Create use-case ideas for knowledge graphs
- Create a taxonomy or data catalog
- Create an ontology
- Build the knowledge base
- Make knowledge usable internally and externally
- Further information
Taught by
Daniel Burgwinkel
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