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Data Science Foundations: Knowledge Graphs

Video Introducing this tutorial

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