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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the primary goal of classification in data mining?
💡 Hint: Think about categories.
Question 2
Easy
Name a real-world example where clustering might be applied.
💡 Hint: Look for cases of similarity.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the main purpose of classification in data mining?
- To find hidden patterns
- To predict categorical labels
- To evaluate numerical data
💡 Hint: Think of labels.
Question 2
Anomaly detection is primarily used to identify:
- True
- False
💡 Hint: Look for unusual occurrences.
Solve 3 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a classification model for a retail business that predicts customer churn based on their purchase behavior.
💡 Hint: What features would indicate a customer is likely to leave?
Question 2
Propose a method to implement clustering in a dataset containing customer demographics and purchasing habits, and explain how this can benefit the business.
💡 Hint: What could common characteristics be for a successful campaign?
Challenge and get performance evaluation