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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
Define Unsupervised Learning in your own words.
💡 Hint: Think about learning without feedback.
Question 2
Easy
What is clustering?
💡 Hint: Consider how you would group different types of items.
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 does Unsupervised Learning aim to achieve?
- Predicting outcomes
- Finding patterns
- Both
💡 Hint: Recall the example of sorting fruits.
Question 2
True or False: Unsupervised Learning requires labeled data to operate.
- True
- False
💡 Hint: Think about how the computer learns.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a clustering system for a new online retail store to group products based on user browsing behavior. Describe how the system would work based on Unsupervised Learning principles.
💡 Hint: Think about the features you would analyze for clustering.
Question 2
Suppose you have a dataset with customer purchase history but no labels. What steps would you take to implement Unsupervised Learning?
💡 Hint: Consider the preprocessing and feature selection parts.
Challenge and get performance evaluation