Practice Holistic and Continuous Approach - 1.3.4 | Module 7: Advanced ML Topics & Ethical Considerations (Weeks 14) | Machine Learning
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1.3.4 - Holistic and Continuous Approach

Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

Define bias in the context of AI.

πŸ’‘ Hint: Think about the implications of unequal treatment.

Question 2

Easy

What is the goal of fairness in AI systems?

πŸ’‘ Hint: Consider equal outcomes across demographics.

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 main purpose of implementing fairness in AI?

  • To optimize performance
  • To reduce operational costs
  • To ensure equitable treatment

πŸ’‘ Hint: Think about the goals of ethical AI.

Question 2

Is bias in AI systems an indication of a flawed model?

  • True
  • False

πŸ’‘ Hint: Consider the impact of historical data.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

You are tasked with developing an AI system for lending. Discuss how you would address potential biases and what accountability measures would you implement.

πŸ’‘ Hint: Consider all stages of AI implementation.

Question 2

Propose a framework for continuous monitoring of an AI system that ensures privacy while fostering transparency.

πŸ’‘ Hint: Focus on maintaining a balance between privacy and clarity.

Challenge and get performance evaluation