How Algorithmic Decision Making Problems Are Caused by Machine Learning

Algorithmic decision making is a privacy concern and is mentioned explicitly under GDPR. In this video, we will take a look at a famous machine learning example, the Iris Flower Classification project, and we will see just how easy it is to defeat the algorithms.

We will then extend the ideas into facial recognition with references to case studies. Mathematical and statistical-based algorithms can produce results that lead to unintended consequences.

We need to be aware that bad outcomes are all too readily possible. Overlooking ethical considerations goes to the heart of the problem. Therefore, care is required to manage the biases in the training data used to develop AI-based systems.

Видео How Algorithmic Decision Making Problems Are Caused by Machine Learning канала Paul Imre