Practice What is Causality? - 10.1.1 | 10. Causality & Domain Adaptation | Advance Machine Learning
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is the main difference between correlation and causation?

πŸ’‘ Hint: Think about whether one factor directly impacts another.

Question 2

Easy

Provide an example of correlation.

πŸ’‘ Hint: Consider factors that change with seasons.

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 correlation imply?

  • One variable causes another
  • Two variables have a statistical relationship
  • Two variables are independent

πŸ’‘ Hint: Look for the word 'relationship' in the options.

Question 2

True or False: Causation indicates a direct relationship between two variables.

  • True
  • False

πŸ’‘ Hint: Consider what it means for one thing to cause another.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Design a research study to establish whether there is a causal relationship between diet and health outcomes. What methods would you use?

πŸ’‘ Hint: Consider how you can control variables and ensure participants don't influence each other's behaviors.

Question 2

Critically evaluate a scenario where a business decides its advertising budget based solely on correlation data that shows an increase in sales with more ads but neglects other factors. Discussion on potential outcomes?

πŸ’‘ Hint: Reflect on how external factors could skew data interpretation.

Challenge and get performance evaluation