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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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