/Credit_Card_Customers

Predicting beforehand that the customer will delete their bank account. Thus, necessary actions can be taken to keep the customer at the same bank.

Primary LanguageJupyter Notebook


Kaggle

  • To Kaggle
  • 121 upvotes, 70 forks, nearly 5k views


The purpose of the project

A manager at the bank is disturbed with more and more customers leaving their credit card services. They would really appreciate if one could predict for them who is gonna get churned so they can proactively go to the customer to provide them better services and turn customers' decisions in the opposite direction

The project includes

  • Exploring & Visualising the data
  • Transform the data for building better models
  • Comparing the results and easily to choose the best model
  • Trying Dimension Reduction, Scaling
  • & more...

Data

BankChurners.csv - full dataset

Libraries Used

  • pandas
  • numpy
  • sklearn
  • matplotlib
  • seaborn
  • scipy
  • xgb
  • lgb

Author

Get in Touch

If you want some help or want to give advice about it etc. feel free to send a private email to me:

• tml.alper@gmail.com

• alper.temel@ceng.deu.edu.tr