Supervised Learning

Supervised Machine Learning is one of the types of Machine Learning where a model is trained using a data set with given outcomes in order to find the outcome of an unknown value.

Supervised Learning can be of of two types:

1.Categorical or Classification

2.Regression or Continual

Take this graph as a data set.The machine will be given the price (Y) which is the outcome along with it's corresponding Square foot value which is used for determining the same.Based on the training given to it,The model will be able to predict the value accurately.