Intro to ML

What is Machine learning?

the field of study which gives computers the ability to learn without being explicitly being programmed

What is supervised learning

data fed to the algorithms which we know what the output should look like based on the relationship between the input and output.

What is regression

A branch of supervised learning based on the relationship between the input and the output.

What is classification

A branch of supervised learning based on categorical data

What is data?

The information given to a model to predict or produce the output

What is underfitting the training

Doing bad in the training stage so we clearly know it will do bad in the testing stage

What is overfitting the data

Does good during training stage but does bad in the testing stage