Practice What is Logistic Regression? - 7.1 | Chapter 7: Supervised Learning – Logistic Regression | Machine Learning Basics
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What type of problems is Logistic Regression used for?

💡 Hint: Think of two categories.

Question 2

Easy

True or False? Logistic Regression is used to predict continuous values.

💡 Hint: Recall the definition of classification vs. regression.

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 Logistic Regression used for?

  • Predicting continuous values
  • Binary classification
  • Multi-class classification

💡 Hint: Think of examples that have two outcomes.

Question 2

True or False: The output of the sigmoid function can be any value in a continuous range?

  • True
  • False

💡 Hint: Recall the definition of the sigmoid function.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

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.

Question 2

Explain why Logistic Regression is not suitable for multi-class classification problems.

💡 Hint: Consider the number of classes involved.

Challenge and get performance evaluation