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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What type of output does regression predict?
💡 Hint: Think about what kind of numbers we can have in outcomes.
Question 2
Easy
Which algorithm would you use for classification tasks?
💡 Hint: Remember that classification deals with categories.
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 type of values does regression predict?
- Categorical
- Continuous
- Binary
💡 Hint: Think of numerical predictions.
Question 2
True or False: Logistic Regression is used for regression tasks.
- True
- False
💡 Hint: Remember that regression and classification tasks are different.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Given a dataset with housing prices and features such as square footage and location, describe the approach you would take using regression.
💡 Hint: Think about how you'd set up your data for predictions.
Question 2
If an email classifier shows that an email has a 30% probability of being spam, explain the classification decision based on this probability.
💡 Hint: Review the classification threshold concept.
Challenge and get performance evaluation