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Creating an Ensemble Model using Caret
Using the Caret package to create multiple models simultaneously and creating an ensemble method for predictions.
Power of Parallel Processing
A look into the difference in run-time using a standard procedure vs. one employing the use of multiple cores.
Multi-Class Classification using XGBOOST
This is an implementation of the "XGBoost" package on a multi-class classification problem used to predict employment in an analytics challenge hosted by a University.
Mapping Chicago's Murders
Creating a map in R of where murders occurred in Chicago in 2017.
Creating a Bayesian Network
Creating a Naive Bayes model to explore the dependence of variables within a dataset upon one another.
Predicting Employment, IAS Analytics Challenge 3.0
This is a submission made for a competition on campus to predict employment based on demographic factors in a given dataset.
Performance Comparison of "data.table" & "dplyr"
A comparison of how the two packages compare in terms of speed and ease of use in loading, transforming, and manipulating large datasets in R.