InterPro - Badgr - Technical Leadership Certificate-Data Analytics for Technical Leaders
This page describes the badging criteria for Technical Leadership Certificate-Data Analytics for Technical Leaders
External Criteria Information
Course Topics
Data Analytics Overview – A View from a Leader’s Perspective
Descriptive Analytics
- Data management
- Data visualization
- Capability analysis
Causal Analytics
- Types of casual analytics
- Design of Experiments
Predictive Analytics
- Machine learning to develop a predictive model
- Response surface methods to develop a predictive model
Prescriptive Analytics
- Optimization with analytical algorithms