Sports data science projects

Interesting, relatable projects for learning data science with sports data from the NBA.

Build a re-usable interactive data exploration app

Learn how to exploratory analysis of NBA data with leading modern data science tools Plotly and Streamlit.

• Article link
• Script: data_explorer_app.py
• Data: player_per_game.csv

Learn linear regression using scikit-learn and NBA data: Data science with sports

An exercise in simple linear regression with NBA player data, building a model to predict a "BPM" value.

• Article link: TBD
• Script: data_predict_bpm.py
• Data: predict_stat.csv