YoVDO

Data Science Foundations: Knowledge Graphs

Offered By: LinkedIn Learning

Tags

Knowledge Graphs Courses Data Science Courses Machine Learning Courses Recommender Systems Courses Digital Transformation Courses Text Mining Courses Information Retrieval Courses Ontology Courses Database Management Courses Taxonomy Courses

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
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

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