AI and Discrimination
In this course, we explore how poorly conceived AI models can create inherent biases that lead to unfair treatment for certain types of people.
Description
As AI technology continues to improve, there is a growing tendency to outsource choices — including those that affect people's livelihoods, health, and financial well-being — to AI models. But how can we be sure that the decisions it makes are accurate, fair and unbiased?
In this course, we explore how poorly conceived AI models can create inherent biases that lead to unfair treatment for certain types of people. We'll discuss how these biases can be recognised, and what can be done to fix them.
Features
- Understand how bias can unintentionally creep into AI datasets and affect people's lives
- Learn what organisations can do to recognise bias in datasets and take steps to prevent it