Knowledge Graph
Course Overview
While human brains carries a fair amount of information, we have a natural ability to connect the dots. Today, you can use Google to connect the dots across a large number of web pages. How do you bring this ability to your private and public information and how do you use it for a business application?
This course illustrates Knowledge Graph using a set of use cases. We show different levels of knowledge representation and how they can be used for search, discovery and recommendation.
Expected Outcome
- Articulate knowledge graph use cases
- Define relative complexity and benefits of knowledge graph solution
- Define Knowledge Graph solution components
- Design a Knowledge Graph analytics experience
Curriculum
- Introduction (9:13)
- 1. Business Case for Knowledge Graph (25:15)
- 2. Structured Graph (21:53)
- 3. Evolution and Need for Knowledge Graph (12:10)
- 4. Knowledge Graph Concepts and Maturity Levels (13:51)
- 5. Elastic Graph (14:38)
- 6. Classification Graph (17:15)
- 7. Advanced Knowledge Graph (12:20)
- 8. Solution Components (13:58)
- 9. Summary (11:33)
Neena Sathi
Neena Sathi is a principal at Applied AI Institute. She has 30+ years of experience envisioning, designing, developing and implementing AI solutions associated with enhancing customer experience, back office automation and risk and compliance for many Fortune 100 organizations. She has worked as Director of AI Technologies at Carnegie Group, Inc, an AI startup, Accenture, KPMG, and IBM.
Neena has three masters degrees including MBA from leading US universities. She is Master certified integration architect from IBM and Open Group as well as certified Project management professional (PMP) from Project management institute. She is also certified in many Cloud and Cognitive technologies. She has widely presented and published many papers in AAAI, IEEE, WCF, ECF, IBM Information on Demand, IBM Insight, World of Watson, IBM Developer Works and various academic journals.
Learning through Videos
Videos provide you concepts and examples associated with Knowledge Graph
Interactive Knowledge Checks
As you learn a concept, test your understanding using Interactive Knowledge Checks or quizzes
Final Quiz
We will conduct a final examination to test your knowledge on overall concepts and knowledge associated with Knowledge Graph.
AAII Course Offerings
In our AI series, we have designed many courses on AI related topics such as Vision AI, Conversational AI, Graph AI and Data Science. We are working with a few universities in launching these courses. These courses are aimed as education aid for graduate level courses at leading US universities. We will be releasing these courses on a periodic basis using Teachable as a platform. Please select "View All Products" to view all our courses
