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.

Semi-Supervised Discriminative Classification Robust to Sample-Outliers and Feature-Noises

Media Type: PDF Article

Readability: 

Expert

Topic: AI design and methods (for AI experts)

Data Collection/Data Set
Design/Methods
Disability
Small Data
Solution

Sentiment Analysis of Tweets from Twitter

Media Type: Website Article

Readability: 

Expert

Topic: AI design and methods (for AI experts)

Data Collection/Data Set
Design/Methods
Framework
Machine Learning
Research Centre

Setting Fairness Goals with the TensorFlow Constrained Optimization Library

Media Type: Website Article

Readability: 

Expert

Topic: AI ethics and policy

Data Tools
Ethics
Fairness
Small Data

Sharing Learnings from the First Algorithmic Bias Bounty Challenge

Media Type: Blog

Readability: 

Intermediate

Topic: AI ethics and policy

Bias
Business
Machine Learning
Fairness
Design/Methods

Should More Public Trust in Data-Driven Systems Be the Goal?

Media Type: Blog

Readability: 

Intermediate

Topic: Work for people with disabilities in data science

Bias
Research Centre
Trust

Simon Fraser University: Professional Master of Science in Data Science - Big Data

Media Type: Website Resource

Readability: 

Intermediate

Topic: AI design and methods (for AI experts)

Canadian Landscape
Education
Ethics
Fairness
Inclusive Practice
Machine Learning

Six Ways Machine Learning Threatens Social Justice

Media Type: Website Article

Readability: 

Intermediate

Topic: AI ethics and policy

Bias
Ethics
Fairness
Machine Learning
Trust

Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries

Media Type: PDF Article

Readability: 

Expert

Topic: AI ethics and policy

Bias
Ethics
Fairness
Framework

Society‑in‑the‑Loop: Programming the Algorithmic Social Contract

Media Type: PDF Article

Readability: 

Expert

Topic: AI ethics and policy

Ethics
Fairness
Framework
Government
Machine Learning

Solon Barocas on Teaching Ethics in Data Science

Media Type: Podcast

Readability: 

Intermediate

Topic: AI design and methods (for AI experts)

Education
Ethics

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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