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Critical Artificial Intelligence Literacy Course

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Resources Module 3: Data

Introduction to Data Collection

Dataset Preparation

What Is a Dataset in Machine Learning: Sources, Features, Analysis

Getting your data in shape for machine learning

The Making of ChatGPT: From Data to Dialogue

Data Ethics

Facebook Ban on Ads that relied on Facebook Data

Cambridge Analytica

Data Ethics

The Ethics of Managing People’s Data

How Americans View Data Privacy

Data Brokers

Data Brokers: Background and Industry Overview – EveryCRSReport.com

Epsilon LLC

Largest Data Brokers in the US

Sources of Datasets

NOAAKaggleGovernment DataTableau
Google Public Data SetsWorld Health OrganizationEarth Data Nasa
Table of Public Data Sources

Data Collection

Mobile Privacy Disclosures FTC Building Trust Through Transparency

Electronic Frontier Foundation

https://privacyinternational.org

Data Annotation/Data Workers

AI boom is dream and nightmare for workers in the Global South

Whose AI Dream? In search of the aspiration in data annotation.

Reading List

O’Neil, C. (2018). Weapons of Math Destruction How Big Data Increases Inequality and Threatens Democracy, Cathy O’Neil. Penguin Books.

Link to Course Module

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