An Inclusive Design Research Centre project

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.

Select the We Count at Large tag to view a selection of speaking engagements and presentations by IDRC team members. Many of these resources showcase the efforts of IDRC Director Jutta Treviranus, whose pioneering work and insights in AI and inclusive AI continue to inspire and lead the field.

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: 

Expert

Topic: AI design and methods (for AI experts)

Design/Methods
Ethics
Framework
AI and Machine Learning
Research Centre

Fairness in AI Based Recruitment and Career Pathway Optimization

Media Type: PDF Article

Readability: 

Expert

Topic: Work for people with disabilities in data science

Bias
Business
Employment
AI and Machine Learning
Fairness

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
AI and Machine Learning

Fairness in Machine Learning

Media Type: Website Article

Readability: 

Intermediate

Topic: AI ethics and policy

Bias
Design/Methods
Ethics
Fairness
AI and 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
AI and Machine Learning

Fair Regression: Quantitative Definitions and Reduction-Based Algorithms

Media Type: Website 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
AI and Machine Learning
Trust

Fairwork

Media Type: Website Resource

Topic: ICT Standards and Legislation

AI and Machine Learning
Data and Data Security
Fairness
ICT
Employment
Business

Federal Act Concerning the Protection of Personal Data (DSG)

Media Type: Website Resource

Topic: ICT Standards and Legislation

Data and Data Security
ICT
Legislation and Law
Rights
Government

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.

Select the We Count at Large tag to view a selection of speaking engagements and presentations by IDRC team members. Many of these resources showcase the efforts of IDRC Director Jutta Treviranus, whose pioneering work and insights in AI and inclusive AI continue to inspire and lead the field.

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