Johns Hopkins University
Exploring Algorithmic Bias as a Policy Issue: A Teach-Out
Johns Hopkins University

Exploring Algorithmic Bias as a Policy Issue: A Teach-Out

Ian Moura
Shannon Frattaroli, PhD, MPH

位教师:Ian Moura

深入了解一个主题并学习基础知识。
9 小时 完成
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
9 小时 完成
灵活的计划
自行安排学习进度

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

该课程共有5个模块

Welcome to the course & Orientation

涵盖的内容

2篇阅读材料

This module provides a definition of what algorithms are and how they are used, particularly within the context of specific policies and policy-related areas. It also invites learners to think about the ways algorithms are being integrated into their own area of focus.

涵盖的内容

11个视频11篇阅读材料1个作业1个讨论话题

This module explains what it means for an algorithm to be biased and discusses potential sources of bias within an algorithm. Learners will also have the opportunity to think through the ways that specific choices about outcomes and measurement often facilitate algorithmic bias.

涵盖的内容

11个视频7篇阅读材料1个讨论话题

This module explores the connections between algorithmic bias and other forms of systemic discrimination. Learners will also explore the ways that choices about using algorithms often reflect societal power and inequality.

涵盖的内容

13个视频4篇阅读材料1个讨论话题

This final module will highlight specific steps that can help reduce the risk and impact of algorithmic bias on people and communities. Learners will also identify others with whom they can share what they have learned about the ways algorithms may perpetuate and heighten existing disparities.

涵盖的内容

13个视频10篇阅读材料3个讨论话题

位教师

Ian Moura
Johns Hopkins University
1 门课程727 名学生
Shannon Frattaroli, PhD, MPH
Johns Hopkins University
7 门课程12,223 名学生

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