AI Ethics research is an emerging field, and to prove our skills, we need to demonstrate our critical thinking and analytical ability. Since it's not reasonable to jump into a full research paper with our newly founded skills, we will instead work on 3 projects that will demonstrate your ability to analyze ethical AI across a variety of topics and situations. These projects include all the skills you've learned in this AI Ethics Specialization.
Overview
Syllabus
- Introduction
- Welcome to the capstone! Get to know a little bit about the projects we will be tackling in this section
- Project 1 - OpenAI: GPT-3 Analysis
- Examining bias in a predictive text model
- Project 2 - Alleghany Screening Analysis
- Understanding fairness issues with sensitive predictions
- Project 3 - Game Theory Algorithm Design
- Predicting ethical issues before they arise in model theory
Taught by
Brent Summers
- Coursera
- Free
- English
- Certificate Available
- Available at any time
- intermediate
- French, Portuguese, Russian, English, Spanish, Arabic, Serbian, German, Thai, Indonesian, Romanian, Kazakh, Hindi, Swedish, Korean, Greek, Italian, Chinese, Ukrainian, Japanese, Polish, Dutch, Turkish