Intro to AI Ethics

Overview

Embark on a journey to ethically shape the future of technology with our "Intro to AI Ethics" course, brought to you by Kaggle. This course is meticulously designed to equip you with essential tools for the ethical development of Artificial Intelligence (AI) systems.

• Discover what the course has to offer and set clear expectations.
• Learn to design AI systems that prioritize human needs while adeptly navigating complex issues presented by real-world scenarios.
• Understand how biases can infiltrate at any stage of development through a case study on identifying toxic text with a simple model.
• Explore four distinct types of fairness and evaluate their application in a toy model developed for assessing credit card applications.
• Enhance model transparency by mastering the art of communicating vital information about your machine learning models to stakeholders.

Join us in the domain of Artificial Intelligence and Ethics, and take a significant step towards responsible innovation. This course is a must for anyone interested in the moral imperatives of AI and technology.

Syllabus

Taught by

Alexis Cook and Var Shankar

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