data-ethics

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

UpdatedFeb 28, 2025
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ARRETdaniel /Google-Data-Analytics-Professional-Certificate

Star24

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

data-science r sql coursera data-visualization data-analysis coursera-data-science data-ethics google-coursera case-study-2

UpdatedOct 13, 2023
Jupyter Notebook

fastai /ethics.fast.ai

Star15

The fast.ai data ethics course

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

UpdatedJan 24, 2023
Jupyter Notebook

Shuyib /data-privacy-pres

Star7

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 differential-privacy federated-learning k-anonymity hacker-statistics data-ethics data-privacy-course

UpdatedNov 20, 2024
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UCSB-Library-Research-Data-Services /qualdata-training

Star2

Handling and Sharing Qualitative Data Responsibly and Effectively

workshop sensitive-data qualitative-analysis human-subjects data-ethics qualitative-data data-deidentification qualcoder

UpdatedMar 17, 2025
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crvander /DataEthics_USCriminalJustice

Star2

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.

justice criminal-justice data-ethics

UpdatedOct 21, 2024
TeX

M1ck4 /MichaelAngel.io

Star2

Ethical AI Powered by Creative Commons

python api open-source data-science data machine-learning research ai deep-learning image-processing dataset creative-commons non-profit metadata-extraction ethical sustainable data-ethics ai-training legaltools generative-ai

UpdatedNov 17, 2024
Python

JonathanReeve /data-ethics-literature-review

Sponsor

Star1

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

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

UpdatedJul 9, 2022
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huahuang95 /Data-Ethics

Star1

US Income Tax Audit Algorithms

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

UpdatedAug 14, 2021
Jupyter Notebook

DataShells83 /Daris-19_2024-Datathon-WID

Star1

Women in Data; 2024 Datathon; Generative AI; DARIS-19

ai sentiment-analysis nlp-machine-learning data-ethics womenindata

UpdatedOct 25, 2024
Jupyter Notebook

KevinVChin /Google-Data-Analytics-Professional-Certificate

Star0

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.

sql presentation rstudio decision-making data-visualization r-markdown data-analysis data-collection spreadsheets r-programming data-integrity data-aggregation data-cleansing data-ethics data-calculations tableau-software

UpdatedJun 14, 2024
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Yuexi-Li /debias-in-machine-learning

Star0

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

UpdatedJul 14, 2018
Jupyter Notebook

sarahtischer /PigE-Data_Analysis_Project_CareerFoundry

Star0

Data mining and predictive analytics to identify early indicators of potential customer churn in the banking industry, ultimately improving customer retention.

data-mining big-data forecasting predictive-analysis time-series-analysis data-ethics