Problem Statement

This is a data of 50 Startups. It has features like R&D Spend, Administration Cost, Marketing Cost, State of the StartUp and its Profit. We are going to find the relation between the profit and other features.

Dataset

The dataset used is the 50_Startups from (Kaggle).

The task is a regression task.

Target Variable: Profit

Profit refers to the profit earned by the Startup.
Mean Profit: 112012.6392
Max Profit: 192261.83
Min Profit: 14681.40

Model(s) Used

I have used a simple LINEAR REGRESSION MODEL.

Future Work

We can use Deep Learning i.e. Artificial Neural Networks for a better acccuracy score.