Course
AI Fairness on Social Media
Course overview This course covers the fundamentals of algorithmic fairness, the most common biases in machine learning, and the importance...
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Course
Operationalising Ethics in AI - Intermediate
Course overview This course focuses on incorporating ethical AI principles into the systems design process and is taught using a...
Level
Independent UserDuration
11 - 20 hours
Course
Introduction to Transparent Machine Learning
Course overview This course aims to address the priority of transparency in responsible AI. We will study both transparent machine...
Level
LearnerDuration
31 - 40 hours
Course
Standards at a glance
Course overview This course is offered via the AI Standards Hub and requires a separate registration. If you have limited...
Level
IntroductoryDuration
1 - 5 hours
Course
Operationalising Ethics in AI - Expert
Course overview This expert-level course deepens and further advances the skills in the intermediate-level course. It is taught using a...
Level
PractitionerDuration
11 - 20 hours
Course
How data lies
Course overview This course is alternatively titled "How learning to lie with data is essential to prevent AI from being...
Level
Independent UserDuration
31 - 40 hours
Course
Assessing and mitigating bias and discrimination in AI: Beyond binary classification
Course overview Artificial Intelligence is widely used in sensitive domains such as healthcare, insurance, recruitment and credit scoring. In these...
Level
LearnerDuration
21 - 30 hours
Course
Fairness and Responsibility in Human-AI interaction in medical settings
Course overview AI has transformative potential in healthcare by delivering consistent, high-quality care for patients while relieving workload pressures in...
Level
LearnerDuration
11 - 20 hours
Course
Assessing and Mitigating Bias and Discrimination in AI
Course overview This course explains what is meant by bias in the context of machine learning algorithms, how bias can...