The purpose of this project is to create a regression model that predicts which teams would qualify for the NBA Playoffs based on historical performance statistics. We have obtained the NBA data for period 1980-2011 from Kaggle.com. This model will take into consideration several factors which will give a team a probability of making it through to the playoffs and the dataset has several observations/factors which will help us in making these predictions.