Quiz7-28.6.25

An insurance company wants to predict claim amount based on policyholder details.

• Clustering
• Regression
• Classification
• Association rule mining

A financial firm wants to find customers with similar investment behavior.

• Classification
• Clustering
• Prediction
• Outlier Detection

A weather application wants to predict tomorrow’s temperature.

• Classification
• Clustering
• Association Rule
• Prediction

A video streaming platform wants to identify trends in user watch history over time.

• Classification
• Clustering
• Association Rule
• Time series

A school wants to find which students have unusual academic performance.

• 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 fashion retailer wants to predict future demand for a clothing line.

• Classification
• Regression
• Prediction
• Summerization

A mobile app wants to group similar users based on app usage time.

• Classification
• Clustering
• Regression
• Outlier Detection

A telecom provider wants to find the likelihood that a customer will switch to a competitor.

• Classification
• Association Rule
• Outlier Detection
• Clustering

A grocery store wants to track how customer preferences have changed month-to-month.

• Outlier Detection
• Classification
• Trend Analysis
• Clustering