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.
Select the We Count at Large tag to view a selection of speaking engagements and presentations by IDRC team members. Many of these resources showcase the efforts of IDRC Director Jutta Treviranus, whose pioneering work and insights in AI and inclusive AI continue to inspire and lead the field.
Machine Learning and Class Imbalances
- Expert
An article that looks at the problems caused by imbalanced data in machine learning and how those issues can be addressed.
Machine Learning Catches Multiple Sclerosis-Related Gait Issues
- Intermediate
A machine learning tool uses gait data to help clinicians monitor the progression of walking problems related to multiple sclerosis.
Machine Learning, Explained
- Beginner
Explore the basics of machine learning in this helpful introduction provided by MIT Sloan.
Machine Learning Fairness: Lessons Learned
- Beginner
A YouTube video from Google I/O ’19 on machine learning fairness, with examples of lessons learned through their products and research and describes techniques, that enables developers to think proactively about fairness in product development.
Machine Learning Glossary: Fairness
- Beginner
A glossary of machine learning terms related to fairness and bias.
Machine Learning Mastery
- Intermediate
Step-by-step machine learning guides written by a machine learning practitioner for people of all knowledge levels.
Machine Learning Tutorial in Python
- Beginner,
- Intermediate
An introduction to machine learning playlist that is part of Eureka's e-learning platform.
Machine Learning Zero to Hero
- Intermediate
A YouTube session from Google I/O ’19 that explains machine learning to those with coding experience, including a discussion of the image classification problem and the use of Tensor flow.
Machines That Can Think: Real Benefits, the Apocalypse, or “Dog-Spaghetti”?
- Intermediate
A podcast with Dr. Roger Melko about the future and risks of artifical intelligence.
Making Geology Accessible for Blind Students
- Intermediate
Finding few resources to support a blind student studying geosciences, a professor at the University of Kentucky created a library of tactile graphics so that others might make their classes more accessible.