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In this repository, I have performed an end to end exercise of model building using Keras which is a high level API written in python.

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ansks/loan_repayment_model_LendingClub

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loan repayment model for Lending Club using Tensorflow and Keras API

In this repository, I am submitting an end to end exercise of model building. Following steps have been performed in this exercise.

  1. Exploratory data analysis

  2. Statistical analysis

  3. Data pre-processing
    a. Missing data imputation

    b. Categorical to numeric conversion

  4. Model Building

  5. Model Evaluation

Again this is not the complete recipe. But, it can work as a template for starters. There are numerous methods in each section.

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In this repository, I have performed an end to end exercise of model building using Keras which is a high level API written in python.

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