In this repo, i have tried to build an entire pipeline for the telco churn dataset.The following topics are covered extensively.
- Business Problem Understanding
- Data Understanding
- Data Cleaning
- EDA
- Data Preparation
- Addressed Minority Class Problem using Oversampling
- Dimensional Reduction using PCA
- Model Selection
- Hyperparameter Tuning
- Feature Selection
- Final Recommendations