Intro to AI Ethics

Offered By: Kaggle

Tags

Artificial Intelligence Courses Ethics Courses Human-Centered Design Courses AI Ethics Courses

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

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