1.
Improving IHME Covid Model
Scott Black, Solution Architect, Databricks
Denny Lee, Staff Developer Advocate, Databricks

2.
Agenda
Building a Unified COVID-19 Data
Lake
Denny Lee
Improving IHME COVID-19
Predictions
Scott Black

3.
Scott Black
Solution Architect at Databricks
▪ 10 Years Helping Organizations
Getting Value From Their Data
▪ Deep RDBMS Experience In
E-Commerce & Healthcare
▪ Contributed to Several Oracle
Books

4.
Denny Lee
Staff Developer Advocate at
Databricks
Previously
▪ Senior Director of Data Science
Engineering at Concur
▪ Principal Program Manager at at
Microsoft
▪ Project Isotope (Azure HDInsight)
▪ SQLCAT DW/BI Lead

5.
Building a COVID-19 Data Lake

6.
Improving IHME COVID-19 Predictions

7.
Feedback
Your feedback is important to us.
Don’t forget to rate and
review the sessions.

8.
Improving IHME Predictions
▪ Evaluate IHME Model Performance
▪ Compare Multiple Versions Of IHME Models To Visualization Their Performance
▪ Combine Predictions With Actual Outcomes
▪ Are New Version Improving
▪ Improve IHME Predictions
▪ Taking Actual Model Performance Attempt To Provide Better Prediction