
Professor Susanna Leong
Dean
NUS SCALE
This is to certify that
YUAN JUNBIN
on 20-Sep-2020

CERTIFICATE OF COMPLETION
Serial No.: 23622271
Data Science in Marketing
has successfully completed the online course on

YUAN JUNBIN
Analytics is the most important aspect for marketers to change the perception that marketing is a cost center. Measuring marketing activities and predicting the results are essential to successfully achieving marketing goals. Relying on data science and machine learning techniques, the participants will learn how to predict the impact of marketing on customer behavior. We will discuss popular topics such as marketing mix modelling, customer propensity modelling, and market basket analysis.
Issued on
September 25, 2020
Expires on
Does not expire