Employee Attrition Prediction

In this project I did Complete EDA, and Build a ML model that can accurately predict whether an Employee will be leave a company or not based on different factors. All of the details are available on my Kaggle Profile.

Links

Model Building Notebook [https://www.kaggle.com/code/debopamdey/employee-attrition-prediction-with-pipeline]

Dataset Link: [https://www.kaggle.com/datasets/dianaddx/employee-data-analysis]

Lesson Learned:

How to use column transformer

How to build an ML pipeline with only one algorithms

How to build an ML pipeline with multiple algorithms

Cross validating my selected model