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BETTING IN THE PLAY

Kaggle Data Science Challenge

  1. MINUTE-BY-MINUTE PREDICTION -  I construct live prediction models minute by minute, utilizing linear regression models with L1 and L2 norm, to predict the game final scores with March Madness Men's play-by-play data.
  2. GAME CHANGING EVENTS -I explored the "game changing" events and the best team strategy, e.g. when to make a technical foul or what is a good winning strategy in the last 10 minutes of the game,based on the regression results.
  3.  NOTEBOOK & VIDEO - check out my kaggle notebook : https://www.kaggle.com/liliangong/live-prediction-model-with-play-by-play-data 
    and youtube explanation video:
    https://www.youtube.com/watch?v=A1DRdXi5cIs