Practice Privacy - 16.2.3 | 16. Ethics and Responsible AI | Data Science Advance
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

Define data minimization.

πŸ’‘ Hint: Think about the concept 'less is more'.

Question 2

Easy

What does anonymization accomplish?

πŸ’‘ Hint: Consider what personal data is removed for privacy.

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 the primary goal of data minimization?

  • To collect as much data as possible
  • To collect only necessary data
  • To anonymize data

πŸ’‘ Hint: Reflect on the phrase 'less is more'.

Question 2

True or False: Anonymization guarantees that data cannot be potentially re-identified.

  • True
  • False

πŸ’‘ Hint: Consider the limits of how effective anonymization can be.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Discuss a recent event where privacy was compromised. Identify which practices were violated and suggest alternative approaches that could have been used.

πŸ’‘ Hint: Consider well-publicized cases where data breaches occurred.

Question 2

Create a policy document outlining how an AI company should implement differential privacy in their applications. What methods would you recommend and why?

πŸ’‘ Hint: Think about the balance between data utility and privacy.

Challenge and get performance evaluation