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1. nlp_projects nlp_projects Public

   This repo contains Python and R code for Natural Language Processing (NLP) methods applied to open-entry text data collected in psychological and organizational research.

   Jupyter Notebook 2

2. gr5073_ML gr5073_ML Public

   Personal repo for projects associated with GR 5073 Machine Learning for the Social Sciences

   Jupyter Notebook

3. 5123_Linear_Models 5123_Linear_Models Public

   Lab assignments and code repository for Group 1 in HUDM 5123 Linear Models & Experimental Design, Fall 2021

   R

4. Employee_Attrition_Modeling Employee_Attrition_Modeling Public

   People analytics project in R that implements predictive modeling to identify employees most likely to leave a company. Discussion around implications for the sample firm and proposed interventions…

   R 7

5. Network_Research Network_Research Public

   This R notebook applies machine learning classification methods in the context of organizational network analysis. The goal was to test the predictive accuracy of various supervised learning models…

   R

6. Recruiting_Prediction_Neural_Network Recruiting_Prediction_Neural_Network Public

   This project analyzes fictional recruiting data through two main approaches - prediction and explanation. A multilayer perceptron is used for prediction and logistic regression for explanation.

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