Implemented the predictive model with Linear Regression using Ordinary Least Squares and Stochastic Gradient Descent. Wrote the algorithms from scratch and developed a Flask API to obtain the results.
Data used: Training - 1996-1997 to 2015-2016 seasons / Testing - 2016-2017 season
NBA Stats SourceImportant: Only used 50 iterations on Gradient Descent for speed purposes.
The data will take awhile to load because I am using Heroku's free service to run this app. After clicking a button below, give it time to load.