4. Machine Learning
Feature Engineering — Quiz
Test your understanding of feature engineering with 5 practice questions.
Practice Questions
Question 1
What is the primary goal of feature engineering in a data science workflow?
Question 2
Which of the following is an example of feature scaling?
Question 3
Suppose you have a feature representing the age of individuals. Which feature transformation technique can help reduce the skewness of the age distribution if it is heavily right-skewed?
Question 4
Which of the following is an example of feature selection?
Question 5
Which metric would be most appropriate for evaluating the effectiveness of a newly engineered feature in a regression model?