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Womens-NCAA-Analysis

A thorough analysis of Women's NCAA Basketball regular season and March Madness tournament data.

WNCAA- Predictions Based on Historical Tourney Detailed Results (Jupyter Notebook): Cleaning data, exploratory data analysis, and model tuning for Stage 1 of Google Cloud's ML Kaggle competition (https://www.kaggle.com/c/womens-machine-learning-competition-2018/data)

WNCAA_2018_Predictions (Jupyter Notebook): Feature engineering and building models for Stage 2 of the competition-- submitting a probability that the lower seeded team will beat the higher seeded team for every possible team match up in the 2018 WNCAA tournament.