Practice Interpreting the Model - 6.6 | Chapter 6: Supervised Learning – Linear Regression | Machine Learning Basics
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What does the slope represent in a linear regression model?

💡 Hint: Think about how changes in experience affect salary.

Question 2

Easy

What is the intercept in a regression equation?

💡 Hint: Consider salary when experience is zero.

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 does a slope of 6250 represent in the context of salary prediction?

  • A $6250 starting salary
  • A $6250 increase for each year of experience
  • A fixed salary irrespective of experience

💡 Hint: Think about how salary varies with experience.

Question 2

True or False: The intercept represents the change in salary with each year of experience.

  • True
  • False

💡 Hint: Recall the definition of intercept.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

A model indicates that the slope is 5000 and the intercept is 23000. Predict salaries for a person with 0, 3, and 10 years of experience. Discuss your findings.

💡 Hint: Use the salary equation for the calculations.

Question 2

If the slope were to change from 5000 to 7000, how would that affect the salary prediction for someone with 5 years of experience?

💡 Hint: Calculate the new predicted salary using the changed slope.

Challenge and get performance evaluation