Photo by Angiola Harry on Unsplash

Predicting Breast Cancer using ML

Healthcare subjects are of particular interest to me and I try to learn doing projects like this so that one day I can contribute to the healthcare industry. Cases of Breast Cancer have been rising rapidly. I used a basic dataset that consists of certain parameters related to breast to predict whether the person has breast cancer or not.

This project is an end-to-end Kaggle ML notebook where I first cleaned the data, then performed EDA on it, handled outliers, did data preprocessing for numerical and categorical features and then performed Machine Learning along with Cross Validation and Hyperparameter Optimization. I have received Kaggle Bronze Medal for this project and it was appreciated by some learners and community members for how neat and organized the code is.

Notebook