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Analysis of Managing and Controlling Bank Customers Using Machine Learning Algorithms

  • Elvir Akhmetshin,
  • Ildar Begishev,
  • Ilyоs Abdullaev,
  • E. Laxmi Lydia,
  • T. Archana Acharya

摘要

Any organization that wants to make significant profits needs to make data-driven decisions. Successful business plans are the result of these choices, and they are based on information. Given the enormous stakes in the banking industry, this is further important. If banks aren’t attentive, many clients experience the potential of a big credit card default. It gets harder for banks to meet each customer’s unique needs. Consequently, we suggest using these machine learning techniques to filter the information, anticipate the next action, and run multiple methods over your information to identify your target market. By using these techniques, we shall be able to forecast which consumers will be willing to pay back their loans on time or not, as well as group them so that the bank can allocate its resources to the suitable clients who will purchase its various schemes.