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.

Fighting Bias in AI (and in Hiring)

Media Type: Podcast

Readability: 

Beginner

Topic: Work for people with disabilities in data science

Bias
Business
Employment
Fairness

Flawed Data Is Putting People with Disabilities at Risk

Media Type: Website Article

Readability: 

Intermediate

Topic: Work for people with disabilities in data science

Bias
Disability
Ethics

For Some Employment Algorithms, Disability Discrimination by Default

Media Type: Website Article

Readability: 

Intermediate

Topic: Work for people with disabilities in data science

Bias
Business
Disability
Employment
Ethics

Foundation Models Risk Exacerbating ML’s Ethical Challenges

Media Type: Website Article

Readability: 

Intermediate

Topic: AI ethics and policy

Bias
Data Collection/Data Set
Design/Methods
Ethics
Fairness
Machine Learning

From Impoverished Intelligence to Abundant Intelligences

Media Type: Website Article

Readability: 

Intermediate

Topic: AI ethics and policy

Bias
Ethics
Fairness

From Principles to Practice: How Can We Make AI Ethics Measurable?

Media Type: Website Article

Readability: 

Intermediate

Topic: AI ethics and policy

Data Tools
Design/Methods
Ethics
Fairness
Framework

Garbage In, Garbage Out: Face Recognition on Flawed Data

Media Type: Website Article

Readability: 

Intermediate

Topic: AI design and methods (for AI experts)

Data Tools
Design/Methods
Ethics
Fairness
Solution
Trust

Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report

Media Type: Website Resource

Readability: 

Expert

Topic: AI ethics and policy

Ethics
Fairness
Trust
Research Centre
Bias
Machine Learning
Business
Education

Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification

Media Type: PDF Article

Readability: 

Expert

Topic: AI ethics and policy

Bias
Business
Data Tools
Design/Methods
Fairness
Machine Learning
Research Centre

Gender Shades: Overview

Media Type: Website Resource

Readability: 

Intermediate

Topic: AI ethics and policy

Bias
Business
Data Tools
Design/Methods
Fairness
Machine Learning
Research Centre

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.

{{ searchResult }}

Search Term:

“{{ searchTerm }}”

{{ item.title }}

Media Type: {{ item.type }}

Readability: 

{{ readabilityLevel }},

Topic: {{ resourceCategories.filter(cat => cat.focuses.includes(item.focus))[0].categoryLabel }} {{ item.focus }}

{{ tags.filter(singleTag => singleTag.value === tag)[0].label }}