
This is to certify that
Kirsten Winterhager
Imperial Business Analytics: From Data to Decisions
Certificate of Completion
Professor Wolfram Wiesemann
Programme Faculty
Dr Alex Ribeiro-Castro
Programme Faculty

has successfully completed the Executive Education Programme
Professor Francisco Veloso
Dean at Imperial College Business School





Imperial College Business School
May 2023

Imperial College London
Kirsten Winterhager
Imperial Business Analytics: From Data to Decisions is an immersive and interactive program that takes you through the fundamentals of the programming language - Python, to help you expand your understanding of business analytics. It helps explore fundamental methods, frameworks, and techniques of business analytics to make sense of your data and use it to make informed business decisions.
Skills / Knowledge
- Data and decision making
- Detection and quantification of correlation
- Machine learning
- Supervised learning
- Estimate statistics
- Linear regression analysis
Issued on
June 9, 2023
Expires on
Does not expire