data-ethics

There are 3 repositories under data-ethics 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.
ethics-frameworks machine-learning data-protection principles regulation institute-for-ethical-ai ethical-ai ai-ethics data-ethics privacy guidelines ai ai-guidelines ai-policy machine-learning-guidelines
1192
drivendataorg / deon
A command line tool to easily add an ethics checklist to your data science projects.
data-ethics data-science ethics machine-learning
Language:Python 271
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 science-and-technology data-ethics
Language:Jupyter Notebook 179
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-ethics machine-learning data-science ethics data algorithms bias algorithmic-bias data-ethics-club
Language:Python 75
whythawk / data-as-a-science
Lesson guide and textbook for "Data as a Science" course.
data-science data-science-learning data-science-tutorials syllabus jupyter-notebooks data-ethics data-curation data-presentation data-analysis
Language:Jupyter Notebook 41
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.
ethics ethics-resources data-science data-ethics futures future-thinking
Language:HTML 29
ARRETdaniel / Google-Data-Analytics-Professional-Certificate
Google Data Analytics Professional Certificate on Coursera. (All assignments, challenges, and capstones)
sql data-science r data-visualization data-ethics coursera coursera-data-science google-coursera data-analysis case-study-2
Language:Jupyter Notebook 15
fastai / ethics.fast.ai
The fast.ai data ethics course
data-science fastai machine-learning ethics ethics-resources machine-learning-fairness data-ethics
Language:Jupyter Notebook 13
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.
data-ethics data-privacy-course differential-privacy hacker-statistics k-anonymity machine-learning data-generator
Language:HTML 2
crvander / DataEthics_USCriminalJustice
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.
criminal-justice data-ethics justice
Language:TeX 1
JonathanReeve / data-ethics-literature-review
An automated survey of literature and curricula surrounding ethics in data science. WIP.
semantic-web curriculum-mapping data-ethics rdf rdflib bibliography
Language:HTML 1
carolinadatascience / ethics-discussion-workshop
This is the PDF of the slides from our group discussion on ethics in data science!
data-ethics discussion-based social-science
0
huahuang95 / Data-Ethics
US Income Tax Audit Algorithms
data-ethics decision-tree exploratory-data-analysis fairness-assessment
Language:Jupyter Notebook 0
priscia99 / TIS-project-ethics-analysis
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.
data data-ethics machine-learning
Language:Jupyter Notebook 0
Rubemat20 / DataEthicsIP
How Team Performance Impacts Player Statistics, and the Impact of Context on Data Analysis: Data Ethics 259 Independent Project
data-ethics soccer soccer-analytics
Language:Jupyter Notebook 0
volodymyr-chubai / Google_Data_Analytics_Professional_Certification
Capstone projects of the Google Data Analytics Professional Certification
data-analysis data-cleansing data-collection data-ethics data-visualization decision-making metadata problem-solving questioning sample-size-determination spreadsheet sql
Language:Jupyter Notebook 0
Yuexi-Li / debias-in-machine-learning
Mitigate machine learning bias to ensure data ethics in U.S. national home mortgage dataset.
data-ethics machine-learning themis-ml fairness-awareness-model machine-bias
Language:Jupyter Notebook 0
pmb-7684 / Google-Data-Analytics-Professional-Certificate
Learning materials, assignments, and helpful resources for professional certification. Completed October 2022
asking-questions bigquery case-study data-aggregation data-analysis data-calculations data-cleansing data-collection data-ethics data-integrity data-visualization decision-making metadata problem-solving r-markdown r-programming r-studio sample-size-determination sql tableau-software

data-ethics

EthicalML / awesome-artificial-intelligence-guidelines

drivendataorg / deon

data-ppf / data-ppf.github.io

very-good-science / data-ethics-club

whythawk / data-as-a-science

very-good-science / data-hazards

ARRETdaniel / Google-Data-Analytics-Professional-Certificate

fastai / ethics.fast.ai

Shuyib / data-privacy-pres

crvander / DataEthics_USCriminalJustice

JonathanReeve / data-ethics-literature-review

carolinadatascience / ethics-discussion-workshop

huahuang95 / Data-Ethics

priscia99 / TIS-project-ethics-analysis

Rubemat20 / DataEthicsIP

volodymyr-chubai / Google_Data_Analytics_Professional_Certification

Yuexi-Li / debias-in-machine-learning

pmb-7684 / Google-Data-Analytics-Professional-Certificate