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Brian Bacik's Projects

hccpy icon hccpy

A Python implementation of Hierarchical Condition Categories

housing_price_analysis icon housing_price_analysis

Evaluate the hypothesis that university towns have their mean housing prices less effected by economic recessions

ml_resources icon ml_resources

Collection of resources to streamline data science projects

predicting-customer-churn icon predicting-customer-churn

Machine learning model to predict churn of credit card customers. Demonstration of novel XGBoost configuration for noisy, imbalanced data.

product_recommender icon product_recommender

Matrix factorization product recommendation engine deployed as Flask web app in Docker container.

pubmed-crawler icon pubmed-crawler

PubMed crawler for Covid-19 research publications. Crawler module, database module, visualization module, and automation module with AWS.

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

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