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.

Breaking the Curse of Small Datasets in Machine Learning: Part 1

Media Type: Blog

Readability: 

Expert

Topic: AI design and methods (for AI experts)

Bias
Data Collection/Data Set
Data Tools
Small Data

Bridging the Gap

Media Type: PDF Article

Readability: 

Expert

Topic: AI ethics and policy

Ethics
Solution

Bringing the People Back In: Contesting Benchmark Machine Learning Datasets

Media Type: PDF Article

Readability: 

Expert

Topic: AI design and methods (for AI experts)

Design/Methods
Ethics
Framework

Can We Protect AI from Our Biases?

Media Type: Video

Readability: 

Intermediate

Topic: AI ethics and policy

Bias
Ethics
Machine Learning

"Care Bots" Are on the Rise and Replacing Human Caregivers

Media Type: Website Article

Readability: 

Intermediate

Topic: AI ethics and policy

Bias
Disability
Ethics
Fairness
Machine Learning
Trust

Caveat Emptor, Computational Social Science: Large-Scale Missing Data in a Widely-Published Reddit Corpus

Media Type: PDF Article

Readability: 

Expert

Topic: AI design and methods (for AI experts)

Bias
Data Collection/Data Set
Data Tools
Design/Methods

Centering Disability Perspectives in Algorithmic Fairness, Accountability, and Transparency

Media Type: PDF Article

Readability: 

Expert

Topic: Work for people with disabilities in data science

Disability
Ethics
Fairness
Inclusive Practice

Centering Disability Perspectives in Algorithmic Fairness, Accountability, and Transparency (Slides)

Media Type: Slide Deck

Readability: 

Beginner

Topic: Work for people with disabilities in data science

Bias
Business
Design/Methods
Disability
Ethics
Fairness
Government
Inclusive Practice

Challenges Facing Data Science in 2020 and Four Ways to Address Them

Media Type: Website Article

Readability: 

Intermediate

Topic: AI ethics and policy

Business
Education
Ethics

ChartSense: Interactive Data Extraction from Chart Images

Media Type: PDF Article

Readability: 

Expert

Topic: AI design and methods (for AI experts)

Data Tools
Design/Methods
Machine Learning

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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