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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
Define unsupervised learning in one sentence.
💡 Hint: Think about what the term 'unsupervised' implies.
Question 2
Easy
Name one application of unsupervised learning.
💡 Hint: Consider where raw data could help in grouping or clustering.
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 primary goal of unsupervised learning?
- Label new data
- Group similar data points
- Make predictions
- None of the above
💡 Hint: Think about what we want to achieve without labels.
Question 2
True or False: Clustering is a task within unsupervised learning.
- True
- False
💡 Hint: Is clustering sometimes part of learning from unlabeled data?
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
A company wants to implement unsupervised learning for customer segmentation. Describe the steps they should take to prepare their data and select the appropriate algorithm.
💡 Hint: Consider the importance of cleaning the data before using clustering.
Question 2
How can unsupervised learning help in detecting fraudulent transactions? Take an example of clustering techniques.
💡 Hint: Think about how typical transactions differ from suspicious ones.
Challenge and get performance evaluation