Employee Attrition Prediction (ML Design on CodeSignal)

Algorithm · Microsoft · Medium

Requirements You are given an HR dataset stored in attritiondata.tsv, whose columns include Age, JobRole, MonthlyIncome, and OverTime, among others. Build a solution that predicts whether an employee will leave the company. Your work should cover the following: Load and prepare the data, handling both categorical and numeric features. Select and train a model that predicts whether an employee leaves. Deal with the class imbalance in the target variable. Select evaluation…