
CERTIFICATE
OF COMPLETION
This is to certify that
Tan Hsien Chye Adrian
has completed the
Statistics for Business II
11 to 25 January 2025
Khoong Chan Meng
CEO
Serial No.: 135963571

Scan to authenticate
certificate & view
course information

Tan Hsien Chye Adrian
Upon completion of this course, participants will be able to:
• Present data visually using the appropriate visual display so that the picture clearly reflects the data insights.
• Propose and conduct basic data cleaning and manipulation using excel.
• Present data visually for better understanding of relationships between variables.
• Statistically analyze whether there is a relationship between two variables and determine the strength of the relationship.
• Predict one variable in terms of another to provide scientific planning and decision making for improvement in business performance.
• Use multivariate techniques to create customer groups and understand their characteristics.
• Determine whether one needs different strategies for different groups.
Issued on
March 5, 2025
Expires on
Does not expire