Predicting whether the bank will give loan to its customers based on their credit score (Logistic Regression)

"The best thing about data is that it tells a story." - Naveen Jain

Today let's have a look at another machine learning model know as Logistic Regression.

Logistic Regression is a statistical model where the outcome is predicted as binary such as YES or NO, based on the previous/train_dataset.

(Please open the images in a new tab or try to zoom-in)

import required models

read your dataframe

visualize your dataset

create Logistic Regression model

split your data into train and test dataset

fit your train dataset into the regression model

predict future values

visualize your predicted values

Github link for pdf: click here

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