1. A company wants to use data mining techniques to

discover hidden patterns and trends in its customer data.

Which of the following is not a common data mining task?

a) Classification

b) Clustering

c) Regression

d) Encryption*

Rationale: Encryption is a process of transforming data

into a secure format, not a data mining task.

2. A business analyst needs to create a dashboard that

shows the key performance indicators (KPIs) of a sales

department. Which of the following tools is most suitable

for this purpose?

a) Microsoft Excel

b) Microsoft Power BI*

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