
This is to certify that
JOSEPHINE LITYO
has successfully completed the online course
27 June to 8 July 2022
Professor Susanna Leong

Data Analytics and Mathematical Statistics
18 hours, Synchronous e-learning
CERTIFICATE OF COMPLETION

Serial No.: 55293800
NUS SCALE
Dean
JOSEPHINE LITYO
In this age of ubiquitous data, how do we make sense of all this readily accessible but often overwhelming quantitative information that we encounter every day? To systematically extract insights from data? To “reason” with data? We can think of quantitative reasoning as applying a certain set of logic that allows us to work with data. The insights developed through such an application can help us to answer questions that we are invested in, to support or invalidate preconceived hypotheses, and provide evidence to advance our arguments.
Through this journey of reasoning quantitatively, we will illuminate how we can both be critical consumers, as well as actively engage with, this precious resource that is data.
Issued on
July 25, 2022
Expires on
Does not expire