7.1 - What is Logistic Regression?
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.
Practice Questions
Test your understanding with targeted questions
What type of problems is Logistic Regression used for?
💡 Hint: Think of two categories.
True or False? Logistic Regression is used to predict continuous values.
💡 Hint: Recall the definition of classification vs. regression.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is Logistic Regression used for?
💡 Hint: Think of examples that have two outcomes.
True or False: The output of the sigmoid function can be any value in a continuous range?
💡 Hint: Recall the definition of the sigmoid function.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Suppose you have a dataset predicting whether a customer will buy a product based on their age and income. How would you apply Logistic Regression?
💡 Hint: Think about how you collect and analyze data points.
Explain why Logistic Regression is not suitable for multi-class classification problems.
💡 Hint: Consider the number of classes involved.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.