
Prof Susanna Leong
Dean
NUS SCALE
This is to certify that
CHUA SHI YI STEPHANIE
25 January 2021 to 26 January 2021

CERTIFICATE OF COMPLETION
Serial No.: 28201170
DATA-DRIVEN CUSTOMER EXPERIENCE
has successfully completed the course on
held on

CHUA SHI YI STEPHANIE
Learn how to use customer analytics to make evidence-based decisions in customer service, marketing and customer relationship management.
Issued on
January 30, 2021
Expires on
Does not expire