
CERTIFICATE
OF COMPLETION
This is to certify that
Tay Keng Nien
has completed the
Statistics for Business II
10 to 12 March 2025
Khoong Chan Meng
CEO
Serial No.: 137551898

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course information

Tay Keng Nien
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 20, 2025
Expires on
Does not expire