Machine Learning based Employee Attrition Prediction and Layoff Prediction System | Python Project

Machine Learning based Employee Attrition Prediction and Layoff Prediction System | Python Final Year IEEE Project. 🛒Buy Link: https://bit.ly/4fKM4Vw (or) To buy this project in ONLINE, Contact: 🔗Email: [email protected], 🌐Website: https://www.jpinfotech.org 📌Our Proposed Project Title: Machine Learning based Employee Attrition Prediction and Layoff Prediction System 💡Implementation: Python. 🔬Algorithm / Model Used: Random Forest Classifier, Bagging Classifier & Gradient Boosting Regressor, Random Forest Regressor. 🌐Web Framework: Flask. 🖥️Frontend: HTML, CSS, JavaScript. 💰Cost (In Indian Rupees): Rs.3000/ 📘Project Abstract: 👉In this project we propose a new unique concept of integrating both Employee attrition and Employee layoff. 👉The project titled "Machine Learning-based Employee Attrition Prediction and Layoff Prediction System" aims to leverage advanced machine learning techniques to accurately predict employee attrition and potential layoffs within organizations. 👉Developed using Python for the backend and incorporating HTML, CSS, and JavaScript for the frontend, this system utilizes the Flask web framework to ensure seamless integration and deployment. 👉The primary goal of this project is to provide organizations with valuable insights to preemptively address employee turnover and layoffs, thereby enhancing workforce management and strategic planning. 🚀IEEE Base Paper Title: Analyzing Employee Retention Factors using Machine Learning. 📍REFERENCE: Moshiur Rahman; Md Rashedul Islam; Partho Bala; Abdus Sattar, “Analyzing Employee Retention Factors using Machine Learning”, IEEE CONFERENCE, 2024. #python #machinelearningproject #pythonprojects #employee #layoffs #pythonprogramming #pythonprojectforbeginners #pythonprojectideas #pythonmachinelearning #machinelearning #machinelearningpython #finalyearproject #ieeeprojects #finalyearprojects #datascience #datascienceproject #artificialintelligenceproject #projects #deeplearning #deeplearningproject #computerscienceproject #deeplearningprojects #majorprojects #academicprojects #majorproject