Practice - Introduction to Unsupervised Learning
Practice Questions
Test your understanding with targeted questions
Define unsupervised learning in one sentence.
💡 Hint: Think about what the term 'unsupervised' implies.
Name one application of unsupervised learning.
💡 Hint: Consider where raw data could help in grouping or clustering.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the primary goal of unsupervised learning?
💡 Hint: Think about what we want to achieve without labels.
True or False: Clustering is a task within unsupervised learning.
💡 Hint: Is clustering sometimes part of learning from unlabeled data?
1 more question available
Challenge Problems
Push your limits with advanced challenges
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.
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.
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Reference links
Supplementary resources to enhance your learning experience.