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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Topics

  • 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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Artificial Intelligence Index Report 2019

Media Type: PDF Article
Readability: 
  • Expert
Topic: AI design and methods (for AI experts)
Tags:
  • Bias
  • Data Collection/Data Set
  • Data Tools
  • Design/Methods
  • Ethics
  • Fairness
  • Framework
  • Inclusive Practice

Artificial Intelligence, Machine Learning, and Bias in Finance: Toward Responsible Innovation

Media Type: PDF Article
Readability: 
  • Expert
Topic: AI ethics and policy
Tags:
  • Bias
  • Business
  • Data Collection/Data Set
  • Ethics
  • Fairness
  • Government
  • Machine Learning

Artificial Intelligence Tutorial For Beginners

Media Type: Video
Readability: 
  • Beginner, 
  • Intermediate
Topic: AI design and methods (for AI experts)
Tags:
  • Basic AI
  • Education
  • Machine Learning

A Simple Introduction to Machine Learning

Media Type: Website with Video
Readability: 
  • Intermediate
Topic: AI design and methods (for AI experts)
Tags:
  • Basic AI
  • Data Collection/Data Set
  • Machine Learning

A Survey on Bias and Fairness in Machine Learning

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

A Tutorial on Fairness in Machine Learning

Media Type: Blog
Readability: 
  • Expert
Topic: AI design and methods (for AI experts)
Tags:
  • Basic AI
  • Bias
  • Design/Methods
  • Ethics
  • Fairness
  • Inclusive Practice
  • Machine Learning

Auditing for Algorithmic Discrimination

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

Automating Inequality

Media Type: Video with Transcript
Readability: 
  • Intermediate
Topic: AI ethics and policy
Tags:
  • Bias
  • Data Collection/Data Set
  • Ethics
  • Government
  • Machine Learning

AutoML-Zero: Evolving Machine Learning Algorithms from Scratch

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

Aversan Labs

Media Type: Website Resource
Readability: 
  • Intermediate
Topic: Work for people with disabilities in data science
Tags:
  • Business
  • Canadian Landscape
  • Disability
  • Inclusive Practice

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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