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data-ethics

Here are 13 public repositories matching this topic...

EthicalML / awesome-artificial-intelligence-guidelines

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

machine-learning privacy ai regulation principles guidelines data-protection ai-ethics data-ethics ethics-frameworks institute-for-ethical-ai ethical-ai ai-guidelines ai-policy machine-learning-guidelines

Updated Oct 17, 2022

drivendataorg / deon

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

data-science machine-learning ethics data-ethics

Updated Dec 29, 2022
Python

data-ppf / data-ppf.github.io

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

data-science machine-learning history artificial-intelligence data-ethics science-and-technology

Updated Feb 5, 2022
Jupyter Notebook

very-good-science / data-ethics-club

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

data-science data machine-learning algorithms bias ethics algorithmic-bias data-ethics data-ethics-club

Updated Dec 22, 2022
Python

whythawk / data-as-a-science

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

data-science data-analysis jupyter-notebooks syllabus data-science-learning data-curation data-science-tutorials data-ethics data-presentation

Updated Jun 5, 2021
Jupyter Notebook

data-hazards

very-good-science / data-hazards

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.

data-science futures ethics data-ethics ethics-resources future-thinking

Updated Dec 12, 2022
HTML

fastai / ethics.fast.ai

The fast.ai data ethics course

data-science machine-learning fastai ethics data-ethics machine-learning-fairness ethics-resources

Updated Oct 20, 2022
Jupyter Notebook

ARRETdaniel / Google-Data-Analytics-Professional-Certificate

Google Data Analytics Professional Certificate on Coursera.

data-science r sql coursera data-visualization coursera-data-science data-ethics google-coursera

Updated Dec 6, 2022
TeX

Yuexi-Li / debias-in-machine-learning

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

machine-learning machine-bias data-ethics themis-ml fairness-awareness-model

Updated Jul 14, 2018
Jupyter Notebook

Shuyib / data-privacy-pres

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.

machine-learning data-generator differential-privacy k-anonymity hacker-statistics data-ethics data-privacy-course

Updated Dec 13, 2022
HTML

JonathanReeve / data-ethics-literature-review

Sponsor

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

bibliography rdf semantic-web rdflib curriculum-mapping data-ethics

Updated Jul 9, 2022
HTML

huahuang95 / Data-Ethics

US Income Tax Audit Algorithms

exploratory-data-analysis decision-tree data-ethics fairness-assessment

Updated Aug 14, 2021
Jupyter Notebook

volodymyr-chubai / Google_Data_Analytics_Professional_Certification

Capstone projects of the Google Data Analytics Professional Certification

metadata sql decision-making spreadsheet data-visualization data-analysis data-collection problem-solving data-cleansing data-ethics questioning sample-size-determination

Updated Sep 9, 2022
Jupyter Notebook

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