Meaning of Supervised Learning

Simple definition

Supervised Learning is a type of machine learning where the model is trained on labeled data, meaning the correct output is provided for each input during training.

How to use Supervised Learning in a professional context

In marketing, supervised learning is used to classify customer behaviors, such as predicting whether a user will click on an ad based on past interactions.

Concrete example of Supervised Learning

In an email spam filter, the model is trained with examples of both spam and non-spam emails so it can classify new emails.