
THIS IS TO CERTIFY THAT

HAS ATTENDED AND SUCCESSFULLY COMPLETED
LINDA RINGNALDA
VISUALIZATION AND STORYTELLING USING DATA
Jenny Mak Ed.D.
Bob Halperin
MAY 2023
Senior Associate Dean, Academic Programs Columbia Engineering
Academic Director
EMERITUS





LINDA RINGNALDA
Data has the power to tell a compelling story, guide conversations, and influence decisions with profound consequences for swift business actions. Research shows that data-driven organizations are more likely to retain customers and be more profitable–but it’s your job to explain how the data supports your major points and to influence key decision-makers.
Skills / Knowledge
- driving business decisions and enhances career growth
- selecting the right visual for your data
- clean visual appearance, clear messaging, and a coherent point of view
- KPI DEVELOPMENT AND UNDERSTANDING YOUR DATA POINT OF VIEW
Issued on
May 26, 2023
Expires on
Does not expire