Attrition_cb01_gold_hd_2018 -

New hires (0–2 years) and those who haven't been promoted recently are higher risks. 4. Predictive Modeling Steps

Employees working overtime frequently show higher attrition rates. Attrition_cb01_gold_HD_2018

If you are building a machine learning model, follow this workflow: New hires (0–2 years) and those who haven't

Monthly Income, Percent Salary Hike, Stock Option Level. follow this workflow: Monthly Income

Convert categorical variables (like Department ) into numerical values using One-Hot Encoding.

This guide outlines the core components of the dataset and how to use it for predictive modeling. 1. Dataset Overview