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

Show Suggested Answer

Suggested Answer: A 🗳️

by aws_Tamilan at Dec. 28, 2024, 5:13 a.m.

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Comments

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Jessiii

4 months, 1 week 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.

upvoted 3 times

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may2021_r

5 months, 3 weeks 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

5 months, 3 weeks 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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