Defining the problem

Defining the Problem

First step is defining the problem.

• Should be specific.
• Identify the machine learning task

Machine Learning task is nothing but the technique used to solve the issue.

Supervised & Unsupervised learning are two different types of machine learning tasks.

A task is supervised if you are using labeled data. We use the term labeled to refer to data that already contains the solutions, called labels.

Unsupervised learning involves using data that doesn’t have a label. One common task is called clustering.

Clustering helps to determine if there are any naturally occurring groupings in the data.