What Is Programming? And How To Get Started
January 28, 2025
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1 assignment
This Teach Out does not issue certificates of completion.
Algorithms – and algorithmic bias – are making regular appearances in the news, and increasingly, are being recognized as a policy issue. But what is an algorithm, exactly? And what does it mean when someone describes an algorithm as biased? This Teach-Out will encourage policy makers, agency leaders, and others in similar positions to identify algorithms that are already in use and make connections to broader ideas about fairness, justice, and equity. After completing the Teach-Out, learners will be able to participate in discussions around algorithmic bias, inform others about how algorithms can perpetuate existing disparities, and take steps to reduce the impact of algorithmic bias on the people and communities they serve.
Welcome to the course & Orientation
2 readings
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.
11 videos11 readings1 assignment1 discussion prompt
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.
11 videos7 readings1 discussion prompt
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.
13 videos4 readings1 discussion prompt
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.
13 videos10 readings3 discussion prompts
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
University of California, Irvine
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Fred Hutchinson Cancer Center
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Rice University
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