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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does binning refer to in data transformation?
💡 Hint: Think about how we categorize things.
Question 2
Easy
Give an example of a binning range for ages.
💡 Hint: Think about how you might group friends by age.
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 binning?
- Converting categorical data into numeric values
- Grouping continuous numeric data into categorical bins
- Filtering rows from data
💡 Hint: Think about how we might organize data into groups.
Question 2
True or False: Binning can improve model interpretability.
- True
- False
💡 Hint: Remember the purpose of organizing data.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
You have a dataset of test scores ranging from 0 to 100. Design a binning strategy that would capture the performance into distinct categories that would help a teacher analyze student performance effectively.
💡 Hint: Think about how each category reflects increasing performance.
Question 2
How might binning skew the analysis of trends in a dataset? Provide a theoretical example.
💡 Hint: Consider how grouping affects visibility in data.
Challenge and get performance evaluation