Understanding Bias in AI
1h 10mGeneral2023-09-27
Authors
Ashley Kennedy
Managing Staff Instructor at LinkedIn Learning
Course details
Unleash the power of AI responsibly! Join managing staff instructor Ashley Kennedy as she chats with DEI experts Christie Lindor and Nika White for an enlightening conversation on tackling bias in AI tools. Discover why bias exists, its impact, and practical strategies for fostering inclusivity and diversity in AI-generated content. Gain valuable insights on combating AI bias through audits, diverse teams, bias mitigation, and more. Get ready to take charge of a fairer AI future.
Skills covered
Inclusive LeadershipDiversity, Equity, and Inclusion (DEI)Artificial Intelligence for BusinessBusiness Analysis and StrategyLeadership and ManagementOne-Off
Concepts
0. Introduction
- 01 - Bias in AI - Commit to the conversation
1. Excerpts from the Conversation
- 02 - How bias enters into training data
- 03 - Your role in combatting AI bias
- 04 - Societal consequences of biased AI
- 05 - Mitigating AI bias in different sectors of society
- 06 - Everyone has biases
- 07 - Commit to AI audits
- 08 - Prioritize representation on AI development teams
- 09 - Economic advantages of bias mitigation
- 10 - Looking at the future of bias and AI
2. The Full Interview
- 11 - Understanding bias in AI - Watch the full conversation