Intro to AI Ethics
Offered By: Kaggle
Course Description
Overview
Explore practical tools to guide the moral design of AI systems.
- Learn what to expect from the course.
- Design systems that serve people’s needs. Navigate issues in several real-world scenarios.
- Bias can creep in at any stage in the pipeline. Investigate a simple model that identifies toxic text.
- Learn about four different types of fairness. Assess a toy model trained to judge credit card applications.
- Increase transparency by communicating key information about machine learning models.
Syllabus
- Introduction to AI Ethics
- Human-Centered Design for AI
- Identifying Bias in AI
- AI Fairness
- Model Cards
Taught by
Alexis Cook and Var Shankar
Related Courses
Design Thinking Action LabStanford University via NovoEd Introduction to Human-Centered Design
Acumen Academy Design Thinking
MHMK Macromedia University for Media and Communication via iversity Patient Engagement Design
Stanford University via Stanford OpenEdx Introduction to User Experience Design
Georgia Institute of Technology via Coursera