haixei / stantander-competition

Predicting if a customer is going to proceed with a transaction or not using the data from Santander Bank's competition.

Santander Customer Transactions

The data set used comes from a past Kaggle competition that had as its goal to tackle the problem of creating a prediction model for customer transaction. In this repository I'm going to work with anonymous data that often appears in the industry, provide a direction on how to use it and in the end, create accurate model able to make a decision on if the customer will make a transaction in the future. Data analysis is a very important part of the financial industry and constantly improves the quality of the service banks offer.

Table of contents

• Introduction & Analysis
  • Introduction
  • Data analysis, plotting
• Making predictions
  • Processing the data
  • Training the model & evaluation

Data origin

Santander Bank Customer Transaction Prediction (Competition Data) on Kaggle