/License-Renewal-Status-Using-Neural-Networks

The objective of this project is to assess given various features whether a customer's business license should be issued, renewed or cancelled

Primary LanguageJupyter Notebook

License Application Status Prediction

Overview

Business Problem

  1. Objective

    • The objective of this project is to assess given various features whether a customer's business license should be issued (AAI), renewed (REV) or cancelled (AAC)

  2. Technology

    • Python, h2o.ai, Scikit-learn, TensorFlow, Keras, Pandas, Numpy

  3. Approach

    • Exploratory Data Analysis
    • Data Cleaining
    • Build Base model using H2O Regression Estimator
    • Build DNN using TensorFlow
    • Predict on test data and visualize results

  4. Metrics

    • Accuracy