Employee Attrition Forecasting with the help of Data Analytics
PinsoutHuman ResourceProject Objectives:
The main goal of the project "Employee Attrition Forecasting with the Help of Data Analytics" is to leverage data-driven insights and predictive analytics to understand, anticipate, and mitigate employee turnover. Employee attrition can significantly impact an organization’s productivity, workforce planning, and operational costs. By analyzing this factor with the help of AI tools we can reduce the cost and save the time to make a strategy ahead to work on the worst situation to control it on a timely basis.
Project Tasks:
Understanding the requirement of AI tool/Process 2 . Understanding Employee Attrition & HR Metrics
Exploring ideas, making strategy
Data Collection & Preprocessing
Exploratory Data Analysis (EDA)
Predictive Modeling & Machine Learning Implementation
Dashboard Development & Reporting
Strategic Recommendations & Business Impact Analysis
Creating a Comprehensive Report
Prepare a short PPT to showcase understanding of summarization of the project.
