What are the different types of machine learning algorithms?

What are the different types of machine learning algorithms?

There are three main types of machine learning algorithms: supervised, unsupervised, and reinforcement learning.

Can you explain supervised learning in more detail?

Sure! Supervised learning involves training a model on labeled data, where the input and output are known.

What are some common algorithms used in supervised learning?

Common algorithms include linear regression, decision trees, and support vector machines.

How does unsupervised learning differ from supervised learning?

Unsupervised learning deals with unlabeled data, aiming to find patterns or groupings without predefined outputs.