From the course: Applied AI for Human Resources
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Data for employee attrition - Python Tutorial
From the course: Applied AI for Human Resources
Data for employee attrition
- [Instructor] Let's explore the input training data we will use for this attrition use case in this video. The data for employee attrition is available in the file called employee_attrition.csv. You may need to do some work with your organization data before you can arrive at this format. The file contains feature attributes that could possibly impact an employee's decision to leave the organization. The first column is employee ID. The second column is the total months of experience that the employee has overall. Total orgs worked is the total number of organizations the employee has worked so far. Months in org is the total number of months the employee has worked in this organization. Last pay increment band is a scale of one to five with one being the highest. The higher the band, the higher the pay raise for the employee in the last increment cycle. Next comes average feedback based on the 360 degree feedback…
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