Al Concepts — Important Questions

Learning from labelled data to classify or predict

Supervised learning uses labelled data and is used for classification or prediction.

Y = f(X)

Supervised learning is represented by the mapping function Y = f(X), where X is input and Y is output.

Decision Trees

Decision Trees are listed as one of the common supervised learning algorithms.

It works on unlabelled data without a specific desired outcome

Unsupervised learning uses unlabelled data and does not have a specific desired outcome fixed in advance.