Quiz6-27.6.25

A retail store wants to identify which products are frequently bought together.

• Clustering
• Summerization
• Classification
• Association rule mining

A bank wants to categorize its customers into different risk levels based on transaction history.

• Classification
• Clustering
• Prediction
• Outlier Detection

An e-commerce platform wants to group users with similar browsing behaviors

• Classification
• Clustering
• Association Rule
• Regression

A company wants to forecast the sales of a product for the next quarter.

• Classification
• Clustering
• Association Rule
• Prediction

A cybersecurity team wants to detect abnormal login patterns indicating possible hacking attempts

• Classification
• Clustering
• Prediction
• Outlier Detection

A university wants to predict whether a student will pass or fail based on attendance and marks

• Classification
• Clustering
• Association Rule
• Outlier Detection

A supermarket chain wants to find customer purchase sequences like: buy roil → buy masala → buy maggi -> buy sauce

• Classification
• Regression
• Sequential Pattern Mining
• Summerization

A housing website wants to estimate the price of a house based on location and area.

• Classification
• Clustering
• Regression
• Outlier Detection

An online store wants to recommend items to users based on past purchases of similar users.

• Classification
• Association Rule
• Prediction
• Clustering

A factory wants to find unusual sensor readings that may indicate faults.

• Clustering
• Classification
• Regression
• Outlier Detection