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Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 100 discussion

Exam question from Amazon's AWS Certified AI Practitioner AIF-C01
Question #: 100
Topic #: 1
[All AWS Certified AI Practitioner AIF-C01 Questions]

A company is developing a mobile ML app that uses a phone's camera to diagnose and treat insect bites. The company wants to train an image classification model by using a diverse dataset of insect bite photos from different genders, ethnicities, and geographic locations around the world.

Which principle of responsible AI does the company demonstrate in this scenario?

  • A. Fairness
  • B. Explainability
  • C. Governance
  • D. Transparency
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Suggested Answer: A 🗳️
by aws_Tamilan at Dec. 28, 2024, 5:13 a.m.
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Jessiii
2 months, 2 weeks ago
Selected Answer: A
In this scenario, the company is demonstrating the principle of Fairness by ensuring their training data includes a diverse range of demographics, preventing potential biases based on gender, ethnicity, or geographic location, which aligns with the core idea of responsible AI.
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may2021_r
4 months ago
Selected Answer: A
The correct answer is A. Fairness. Using diverse datasets ensures equal representation and performance across different demographic groups.
upvoted 1 times
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aws_Tamilan
4 months ago
Selected Answer: A
By using a diverse dataset that includes different genders, ethnicities, and geographic locations, the company is addressing fairness by making sure the model does not discriminate against any particular group.
upvoted 1 times
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