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1. credit-risk-scorecardcredit-risk-scorecardPublic

   Mortgage credit scorecard validated out-of-time through the 2008 crisis. 19.1M loans, SAS.

   SAS

2. etl-pipeline-billion-recordsetl-pipeline-billion-recordsPublic

   SAS macro ETL pipeline - 1.18 billion mortgage records processed in a constrained 5 GB environment

   SAS

3. Logist-Decision-Tree-Random-Forest-Models-in-Python-predicting-heart-diseaseLogist-Decision-Tree-Random-Forest-Models-in-Python-predicting-heart-diseasePublic

   Predicting heart disease in python - comparative logit, decision tree, and random forest models

   Jupyter Notebook

4. ANN-in-Python-predicting-heart-diseaseANN-in-Python-predicting-heart-diseasePublic

   Predicting heart disease in python - artificial neural network

   Jupyter Notebook

5. One-way-ANOVA-Do-stores-have-significant-difference-in-salesOne-way-ANOVA-Do-stores-have-significant-difference-in-salesPublic

   One-way ANOVA -> Do stores have a significant difference in sales?

   Jupyter Notebook

6. Multiple-Regression-Predicting-hospital-length-of-stayMultiple-Regression-Predicting-hospital-length-of-stayPublic

   Predicting hospital length of stay using ICD-9 data in python with multiple regression analysis

   Jupyter Notebook