Resources

Support your learning through our searchable research library and discover valuable resources about many topics in artificial intelligence and data analytics, such as AI ethics, bias, and data tools.

Facial Recognition Technology Isn’t Good Just Because It’s Used to Arrest Neo-Nazis

Media Type: Website Article

Readability: 

Intermediate

Topic: AI ethics and policy

Bias
Business
Ethics
Fairness
Government

Fair Decision Making Using Privacy-Protected Data

Media Type: PDF Article

Readability: 

Expert

Topic: AI design and methods (for AI experts)

Bias
Data Collection/Data Set
Design/Methods
Ethics
Fairness

Fairlearn: A Toolkit for Assessing and Improving Fairness in AI

Media Type: PDF Article

Readability: 

Intermediate

Topic: AI design and methods (for AI experts)

Bias
Data Tools
Design/Methods
Fairness
Framework
Inclusive Practice
Solution
Trust

Fairness and Abstraction in Sociotechnical Systems

Media Type: PDF Article

Readability: 

Intermediate

Topic: AI design and methods (for AI experts)

Design/Methods
Ethics
Framework
Machine Learning
Research Centre

Fairness Indicators: Scalable Infrastructure for Fair ML Systems

Media Type: Website Article

Readability: 

Expert

Topic: AI ethics and policy

Data Tools
Design/Methods
Ethics
Fairness
Machine Learning

Fairness in Machine Learning

Media Type: Website Article

Readability: 

Intermediate

Topic: AI ethics and policy

Bias
Design/Methods
Ethics
Fairness
Machine Learning
Solution

Fairness in Machine Learning Tutorial

Media Type: Video

Readability: 

Intermediate

Topic: AI design and methods (for AI experts)

Bias
Ethics
Fairness
Framework
Machine Learning

Fair Regression: Quantitative Definitions and Reduction-Based Algorithms

Media Type: PDF Article

Readability: 

Expert

Topic: AI design and methods (for AI experts)

Data Tools
Design/Methods
Inclusive Practice
Small Data
Solution

Fair, Transparent, and Accountable Algorithmic Decision-Making Processes

Media Type: PDF Article

Readability: 

Expert

Topic: AI ethics and policy

Ethics
Fairness
Machine Learning
Trust

Fighting AI Bias: Explainability, Holistic Data Sets and Other Best Practices

Media Type: Website Article

Readability: 

Intermediate

Topic: AI ethics and policy

Bias
Machine Learning
Solution

Resources

Support your learning through our searchable research library and discover valuable resources about many topics in artificial intelligence and data analytics, such as AI ethics, bias, and data tools.

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