Imagine you're in year $2045$ and working for a spaceship development company in planet Bespin, a floating metropolis of galaxy. Your company wants to value any a vessel designed for interstellar travel project before they start. You are tasked with developing a model that can provide a price estimate based on a spaceship's characteristics like:

Horsepower $($:$))$

Engine size

Age etc.

To accomplish your task you will:

Analyse and explore the Spaceship price data

Split your data for training and testing

Run a Multivariable Regression $($use Linear Regression, KNN and CART Models$)$

Evaluate how your model's coefficients and residuals

Use data transformation to improve your model performance

Use your model to estimate a property price $($ select the model with best R$2$ score for predictions$)$