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Shiny mobile app that has users select whether headlines are real or fake (from Buzzfeed survey); connects to mysql DB on EC2
A lecture on the basics of exploratory data analysis using tidyverse as a TA for Wharton's Statistics Department's STAT701 - Modern Data Mining.
Classification using logistic regression and model selection criteria
Regularization using LASSO and ridge regression; cross-validation for parameter selection
Text classification using logistic regression, SVM, and random forest; PCA
Building a model to predict whether or not a patient would be readmitted within 30 days after diabetic hospitalization