A project submitted for "APPLICATIONS OF STATISTICS IN INDUSTRY"(Summer 2021) course at METU, implemented in R. Project includes Exploratory Data Analysis, missing data treatment, random forest implementation, feature engineering. Packages used are "ggplot2", "mice", "purrr", "randomForest", "caret", "e1071" and "ROCR".