Recently Published
predictText Application Overview
A natural language processing (NLP) app that allows the user to type words/phrases, then seeks to (1) predict the next word and (2) if applicable, autocomplete an unfinished word
Capstone - Word Prediction Milestone Report
This report summarizes progress of the text/word prediction application.
Portfolio Optimization Application Overview
A brief summary on the portfolio optimization application available at: https://herget.shinyapps.io/portOptimization/
Creating Route Maps in R with ggplot2
Demonstrating route map creation my mapping 3 generations of family relocation.
Mapping Minor League Baseball Parks in California, 2016
Locations of California-based minor league baseball teams
Machine Learning Prediction of Weightlifting Exercise Effectiveness
The Human Activity Recognition (HAR) project collected exercise data, focusing on the quality of exercise related to specific motion types. A more detailed explanation of the data collection process and project overview can be found at the HAR website (http://groupware.les.inf.puc-rio.br/har).
We set to predict the "classe" variable, which assigns one of five letter grades to the exercise - "A" (the best), B, C, D and "E" (the worst). This report outlines the process in building the model we use to predict "classe".
This project develops and employs a random forest model in predicting quality rating of exercise repetition.