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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
Define A/B Testing.
💡 Hint: Think of options to compare outcomes.
Question 2
Easy
What does feature selection involve?
💡 Hint: Consider how we choose important data points.
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 statistical method is commonly used in A/B Testing?
- Chi-square test
- Z-test
- Two-sample t-test
💡 Hint: Think about how two groups are compared statistically.
Question 2
True or False: Feature selection improves model performance by using all available features.
- True
- False
💡 Hint: Consider if more features always mean better performance.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
A company wishes to determine whether a new website design leads to increased sales. Describe how they might use A/B testing to assess this.
💡 Hint: Think about the comparison methodology.
Question 2
Consider a dataset where you suspect certain demographic variables might not influence customer satisfaction. How would you approach feature selection?
💡 Hint: Consider the types of tests for analyzing means.
Challenge and get performance evaluation