Practice Causation Vs Correlation (6.6.2) - Data Exploration - CBSE 10 AI (Artificial Intelleigence)
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Causation vs Correlation

Practice - Causation vs Correlation

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Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is correlation?

💡 Hint: Think about a relationship between two things.

Question 2 Easy

Provide an example of causation.

💡 Hint: Consider direct actions leading to direct results.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What does correlation imply?

One variable causes another
Two variables are related
Neither

💡 Hint: Think about how variables might appear to change together.

Question 2

True or False: Correlation guarantees causation.

True
False

💡 Hint: Remember the examples we've discussed.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Analyze a dataset showing a strong correlation between coffee consumption and productivity ratings. What steps would you take to determine if there's a causal relationship?

💡 Hint: Think about factors affecting productivity beyond coffee.

Challenge 2 Hard

Consider a study showing that students who carry backpacks score higher on tests. Is this correlation or causation? Discuss.

💡 Hint: Evaluate what other factors might align with this trend.

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