This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

A command line tool to easily add an ethics checklist to your data science projects.

website, lectures, and other material for Columbia University course "data: past, present, and future"

A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.

Lesson guide and textbook for "Data as a Science" course.

Data Hazards is a project to find a shared vocabulary for talking about worst-case scenarios of data science - and to use that vocabulary to help people understand and avoid Data Hazards.

Google Data Analytics Professional Certificate on Coursera. (All assignments, challenges, and capstones)

The fast.ai data ethics course

A repo that takes you through some principles about data privacy based on the Kenya Data Protection Act and General Data Protection Regulation. Useful for a data person.

Google Data Analytics Professional Certificate program instructs on how to clean and organize data for analysis, and complete analysis and calculations using spreadsheets, SQL, Tableau and R programming.

An automated survey of literature and curricula surrounding ethics in data science. WIP.

The project advocates for the implementation of data ethics principles to contribute to an overall improvement in the efficiency, fairness, and transparency of the criminal justice system.

Mitigate machine learning bias to ensure data ethics in U.S. national home mortgage dataset.

How Team Performance Impacts Player Statistics, and the Impact of Context on Data Analysis: Data Ethics 259 Independent Project

Learning materials, assignments, and helpful resources for professional certification. Completed October 2022

The objective of this project is to create a user-friendly notebook for health researchers who may lack expertise in computer science or data science. The notebook is designed to analyze the ethical and biased aspects of a given dataset, with an emphasis on fairness.

US Income Tax Audit Algorithms

Capstone projects of the Google Data Analytics Professional Certification

This is the PDF of the slides from our group discussion on ethics in data science!