Python Projects
1. Employee Retention Data Analysis
Overview: The Human Resources Department and Executives of Salifort Motors wish to identify the cause of low employee retention in the company. They request for a data analysis on a survey done and a predictive model to direct the company into retaining more employees in the future.
Machine learning Algorithms:
- Logistic Binary Regression
- Decision Tree Classifier
- Random Forest Classifier
- XGBoost Classifier
Links:
- Python Notebook: Salifort Motors Employee Retention Data Analytics Project
- Github Repository: Salifort Motors Employee Retention
- Kaggle: Employee Retention Analysis (LogReg - DT/RF/XRG)
References:
- Image by storyset on Freepik
- Kaggle Dataset