What is supervised learning in AI?

What is supervised learning in AI?

Supervised learning is a type of machine learning where a model is trained on labeled data, meaning the input data is paired with the correct output.

Can you give me an example of supervised learning?

Sure! A common example is email spam detection, where the model is trained on emails labeled as 'spam' or 'not spam'.

How does the model learn from the data?

The model learns by adjusting its parameters to minimize the difference between its predictions and the actual labels in the training data.

What are some common algorithms used in supervised learning?

Some common algorithms include linear regression, decision trees, support vector machines, and neural networks.