HR Analytics

HR dataset was analysed using R to predict if an employee would be promoted

Dataset used: HR Analysis Case Study Dataset from Kaggle

Steps performed:

1. Data cleaning
2. Visualization
3. Preprocessing techniques (Feature Encoding and Dimensionality Reduction)
4. Modelling (KNN, SVM, Random Forest)
5. Testing

The results can be viewed in HR_analytics.html R markdown notebook