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Data Cleaning for loan data set

  • Project - Data cleaning for model building
  • Objective - To clean the data using Numpy and Pandas libraries in order to make it ready for model building
  • Result - Obtained a clean data set on which a model can be applied
  • Additional details about the approach - Depending upon the nature of the variable being taken into account, the required data cleaning process is incorporated. The comments present in the Jupyter Notebook indicate how a particular variable needs to be handled.