2.3.3 - Binning
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Practice Questions
Test your understanding with targeted questions
What does binning refer to in data transformation?
💡 Hint: Think about how we categorize things.
Give an example of a binning range for ages.
💡 Hint: Think about how you might group friends by age.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is binning?
💡 Hint: Think about how we might organize data into groups.
True or False: Binning can improve model interpretability.
💡 Hint: Remember the purpose of organizing data.
1 more question available
Challenge Problems
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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.
How might binning skew the analysis of trends in a dataset? Provide a theoretical example.
💡 Hint: Consider how grouping affects visibility in data.
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