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Predict football punt and kickoff return yards with fat-tailed distribution using GluonTS

AWS Machine Learning

The data distribution for punt and kickoff are different. Data preprocessing and feature engineering First, the tracking data was filtered for just the data related to punts and kickoff returns. As a baseline, we used the model that won our NFL Big Data Bowl competition on Kaggle.