Data Science Foundations: Knowledge Graphs

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