This project predicts employee attrition using IBM HR Analytics dataset. The R script implements 9 Machine Learning algorithms and a PowerBI dashboard is created for data visualization. ML algorithms are implemeted using CARET package in order to solve a binary classification problem. Algorithms' plots, results and resampling plots are exported as output files.