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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  • AI and disability, small minorities and outliers (for the general public)
  • Work for people with disabilities in data science
  • AI ethics and policy
  • AI design and methods (for AI experts)
  • ICT Standards and Legislation

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Everything on IS 5568 Compliance

Media Type: Website Resource
Topic: ICT Standards and Legislation
Tags:
  • Accessibility
  • Disability
  • Framework
  • Government
  • ICT
  • Inclusive Practice
  • Regulation
  • Bias

Examining the Black Box: Tools for Assessing Algorithmic Systems

Media Type: Website Article
Readability: 
  • Expert
Topic: AI design and methods (for AI experts)
Tags:
  • Data Tools
  • Design/Methods
  • Framework
  • Research Centre

Executive Order 13859: Maintaining American Leadership in Artificial Intelligence

Media Type: Website Resource
Topic: ICT Standards and Legislation
Tags:
  • AI and Machine Learning
  • Data and Data Security
  • Government
  • ICT
  • Regulation
  • Ethics
  • Framework

Executive Order 13960: Promoting the Use of Trustworthy Artificial Intelligence in the Federal Government

Media Type: Website Resource
Topic: ICT Standards and Legislation
Tags:
  • AI and Machine Learning
  • Data and Data Security
  • Government
  • ICT
  • Regulation
  • Ethics
  • Framework
  • Trust

Explainability and Auditability in ML: Definitions, Techniques, and Tools

Media Type: Blog
Readability: 
  • Intermediate
Topic: AI ethics and policy
Tags:
  • AI and Machine Learning
  • Design/Methods
  • Ethics
  • Trust

Explainability Won’t Save AI

Media Type: Website Article
Readability: 
  • Intermediate
Topic: AI ethics and policy
Tags:
  • AI and Machine Learning
  • Bias
  • Design/Methods
  • Ethics

Explainable AI: From Black Box to Glass Box

Media Type: PDF Article
Readability: 
  • Expert
Topic: AI ethics and policy
Tags:
  • AI and Machine Learning
  • Ethics
  • Trust
  • Design/Methods

Explainable AI: Opening the Black Box or Pandora's Box?

Media Type: PDF Article
Readability: 
  • Expert
Topic: AI ethics and policy
Tags:
  • AI and Machine Learning
  • Ethics
  • Trust

Explainable AI: What Is It? How Does It Work? And What Role Does Data Play?

Media Type: Blog
Readability: 
  • Intermediate
Topic: AI ethics and policy
Tags:
  • AI and Machine Learning
  • Ethics
  • Trust

Explainable Artificial Intelligence: An Analytical Review

Media Type: Website Article
Readability: 
  • Expert
Topic: AI ethics and policy
Tags:
  • AI and Machine Learning
  • Ethics
  • Data Collection/Data Set

Resources

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