Artificial Intelligence Data Fairness and Bias

开始时间: 04/22/2022 持续时间: Unknown

所在平台: CourseraArchive

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大学或机构: CourseraNew

课程主页: https://www.coursera.org/archive/ai-data-bias

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In this course, we will explore fundamental issues of fairness and bias in machine learning. As predictive models begin making important decisions, from college admission to loan decisions, it becomes paramount to keep models from making unfair predictions. From human bias to dataset awareness, we will explore many aspects of building more ethical models.

课程大纲

Fairness and protections in machine learning
Building fair models: theory and practice
Human factors: minimizing bias in data

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课程简介

In this course, we will explore fundamental issues of fairness and bias in machine learning. As predictive models begin

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