Stats and Basketball

A collection of data analysis projects related to the National Basketball Association and basketball

By William Li

Hi welcome to my site. My name is William and have combined my passion for statistics, machine learning and the NBA to produce fun data analysis projects. Take a look at some of my work linked below. Enjoy!

Best Colleges for Developing High School Prospects

An analysis of which NCAA colleges do the best job of improving a top high school prospect's chances of being drafted into the NBA

Point Spread Predictor

Using machine learning to predict whether a team in the NBA beats the moneyline

Unscouted Potential

Using clustering and decision trees to determine which undrafted college prospects desereve a shot in the NBA