Practice - What Is It? - 2.3.1
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Practice Questions
Test your understanding with targeted questions
What is the main difference between supervised and unsupervised learning?
💡 Hint: Think about whether data has labels.
Give an example of a supervised learning task.
💡 Hint: What about tasks that involve known outcomes?
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Interactive Quizzes
Quick quizzes to reinforce your learning
What type of learning uses labeled data?
💡 Hint: Think about which learning type requires guidance.
True or False: Unsupervised learning requires correct answers.
💡 Hint: Consider how data is presented in unsupervised scenarios.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Describe a scenario in which supervised learning could fail and discuss the implications.
💡 Hint: Consider what happens when the training data is too specialized.
Construct an unsupervised learning algorithm example and explain what it is trying to achieve.
💡 Hint: Visualize how clusters might form naturally in data without labels.
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