LearnQuest
Artificial Intelligence Data Fairness and Bias
LearnQuest

Artificial Intelligence Data Fairness and Bias

Brent Summers

Instructor: Brent Summers

7,878 already enrolled

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Gain insight into a topic and learn the fundamentals.
4.8

(98 reviews)

Beginner level
No prior experience required
6 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
4.8

(98 reviews)

Beginner level
No prior experience required
6 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace

Details to know

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Assessments

9 assignments

Taught in English

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This course is part of the Ethics in the Age of AI Specialization
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There are 3 modules in this course

Welcome to the course! In week one, we will be discussing what fairness means in the context of machine learning and what true parity means in different scenarios

What's included

5 videos2 readings3 assignments2 discussion prompts

This week we will take action against unfairness. Now that we have an understanding of fairness issues, how do we build models that do not violate them?

What's included

5 videos2 readings3 assignments1 discussion prompt

This week, we will tackle the human biases that enter the data collection and attribute selection processes. The goal? Removing bias before the model is built

What's included

5 videos2 readings3 assignments1 discussion prompt

Instructor

Instructor ratings
4.6 (28 ratings)
Brent Summers
LearnQuest
7 Courses22,827 learners

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