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Inclusive Tech: Breaking Bias in Tech

Inclusive Tech: Breaking Bias in Tech

40mBeginner2021-05-28

Authors

Muazma Zahid

Muazma Zahid

Principal Engineering Manager at Microsoft and President of PWiC

Course details

Whether we are consciously aware of them or not, biases exist everywhere. Most people think of technology as inherently neutral, but when we examine the widespread technology used every day, we uncover unconscious biases built into the systems' foundations that impact our daily lives. Our lives are increasingly affected by these algorithms that determine things from what news we see, the products we buy, or what skin color triggers an automatic water faucet, to possibly life-altering moments like who is stopped by police. In this course, Muazma Zahid takes a look at the common biases we all experience, how they manifest in our work, and the steps you can take to remove those biases in code, actions, and products and build inclusive technology. As technology advancements continue to grow, identifying bias in the process is critical to building inclusive technology.

Skills covered

Workplace EquityTech Career SkillsInclusive LeadershipDiversity, Equity, and Inclusion (DEI)ProjectCybersecurityCloud ComputingData ScienceLeadership and ManagementSoftware Development

Concepts

0. Introduction

  • 01 - Why bias matters in tech products and teams

1. Defining Bias in Tech

  • 02 - What is unconscious bias
  • 03 - Types of unconscious bias
  • 04 - Why it is important to identify bias

2. Tech Bias in People, Process, and Product

  • 05 - Bias in tech recruitment
  • 06 - Bias in tech processes
  • 07 - Bias in tech products

3. Identifying Bias in Data

  • 08 - Types of data bias
  • 09 - Methods to avoid data bias

4. Debiasing Your Code and Actions

  • 10 - Algorithmic bias
  • 11 - How to build inclusive technology

Conclusion

  • 12 - Next steps

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