Practice - Discussion/Case Study: Analyzing Ethical Dilemmas in Real-World ML Applications
Practice Questions
Test your understanding with targeted questions
List the main stakeholders involved in a machine learning project.
💡 Hint: Think about who is influenced by AI decisions.
What does the term 'ethical dilemma' mean?
💡 Hint: Consider situations where decisions have positive and negative outcomes.
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Interactive Quizzes
Quick quizzes to reinforce your learning
Which acronym helps identify core ethical dilemmas in AI?
💡 Hint: Think about the values commonly conflicted when deploying AI.
True or False: Identifying stakeholders is unimportant in AI ethical analysis.
💡 Hint: Reflect on how various groups are affected by AI.
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Challenge Problems
Push your limits with advanced challenges
Analyze a real-world case where AI systems failed to consider ethical dilemmas. Propose a detailed plan on how this could have been approached differently.
💡 Hint: Look into case studies where AI faced backlash for discrimination or errors.
Evaluate the implications of lacking diversity in AI development teams and propose a comprehensive solution.
💡 Hint: Think about both recruitment and team dynamics.
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Reference links
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