Fight AI Bias With Bias
Offered By: Strange Loop Conference via YouTube
Course Description
Overview
Explore the concept of combating AI bias through strategic bias implementation in this 47-minute conference talk from Strange Loop 2022. Delve into how human biases influence AI model outputs and how AI amplifies these biases, leading to socio-technical harms that disproportionately affect legally protected classes in the United States. Learn about techniques to de-bias datasets and build intelligent systems that are fair, equitable, and trustworthy. Gain insights from Noble Ackerson, a former Google Developers Expert and Responsible AI specialist, as he expands on the topic of bias and its implications for AI adoption, safety, and well-being. Discover practical approaches to implementing data governance privacy principles, eliminating bias, and promoting fairness in machine learning applications across commercial and federal sectors.
Syllabus
"Fight AI Bias With… Bias" by Noble Ackerson (Strange Loop 2022)
Taught by
Strange Loop Conference
Tags
Related Courses
The Social and Technical Context of Health InformaticsJohns Hopkins University via Coursera Inclusive Energy Systems - Exploring Sustainable Energy for All
Delft University of Technology via edX Organization of Engineering Systems and Human Resources Management
NPTEL via YouTube Remember When We Broke the Internet
Strange Loop Conference via YouTube Turing Lecture - AI Through the Looking Glass
Alan Turing Institute via YouTube