Implement Logistic regression + gradient descent in python from scratch

I have explained how we can implement logistic regression from scratch in python without using sklearn or any machine learning libraries. It is a pure numpy implementation. Link to dataset: https://www.kaggle.com/datasets/yasserh/breast-cancer-dataset Link to notebook: https://github.com/ShankarPendse/ML_tutorials/blob/main/Logistic_regression_from_scratch.ipynb