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Loan Prediction Pipeline using DVC

Image

Problem Statement -:

Given features of various people who had taken loan earlier train a model to predict the Loan Status as Yes or N0.

Stages -:

  1. Loading Data from Source.
  2. Split Data
  3. Training on Two Models Random forest and XGB
  4. Evalutaion and registering the scores.

Future Work -:

  1. To compare which model is performed better.
  2. Deploying the model on the cloud.