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)

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A Visual Introduction to Machine Learning

Media Type: Website Resource
Readability: 
  • Beginner
Topic: AI design and methods (for AI experts)
Tags:
  • Basic AI

Back on the Data Trail: The Evolution of Canada’s Data Broker Industry

Media Type: PDF Article
Readability: 
  • Intermediate
Topic: AI design and methods (for AI experts)
Tags:
  • Bias
  • Business
  • Data Broker
  • Data Collection/Data Set
  • Ethics
  • Fairness
  • Government

Base SAS 9.4: Accessibility Features

Media Type: Website Resource
Readability: 
  • Expert
Topic: AI design and methods (for AI experts)
Tags:
  • Data Tools
  • Design/Methods
  • Machine Learning
  • Disability

Better Decision Support through Exploratory Discrimination-Aware Data Mining: Foundations and Empirical Evidence

Media Type: PDF Article
Readability: 
  • Expert
Topic: AI design and methods (for AI experts)
Tags:
  • Bias
  • Design/Methods
  • Ethics
  • Fairness

Beyond a Human Rights–Based Approach to AI Governance: Promise, Pitfalls, Plea

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

Biased AI Is Another Sign We Need to Solve the Cybersecurity Diversity Problem

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

Biased Programmers? Or Biased Data? A Field Experiment in Operationalizing AI Ethics

Media Type: PDF Article
Readability: 
  • Expert
Topic: AI ethics and policy
Tags:
  • Bias
  • Business
  • Ethics

Bias in Data-Driven Artificial Intelligence Systems — An Introductory Survey

Media Type: PDF Article
Readability: 
  • Intermediate
Topic: AI ethics and policy
Tags:
  • Bias
  • Data Collection/Data Set
  • Design/Methods
  • Ethics
  • Fairness
  • Government

#BigData: Discrimination in Data-Supported Decision Making

Media Type: PDF Article
Readability: 
  • Intermediate
Topic: AI ethics and policy
Tags:
  • Bias
  • Ethics
  • Fairness
  • Framework
  • Government
  • Inclusive Practice
  • Solution
  • Trust

Braille R Package

Media Type: Data Tool Package
Readability: 
  • Expert
Topic: AI design and methods (for AI experts)
Tags:
  • Data Tools
  • Design/Methods
  • Machine Learning

Resources

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