marcello-calabrese / ChurnRatePredictionNeuralNetwork

Prediction of the churn rate (abandon rate) of clients using Tensor Flow Neural Network

ChurnRatePredictionNeuralNetwork

Neural Network model built through Keras Tensorflow to predict client churn of a Bank company

Action Plan:

• Data understanding
• Data Cleaning
• Exploratory Data Analysis
• Prepare Dataset for model building:
  • Take Care of categorical data
  • Data Scaling
  • Split data between features and label
• Model Building:
  • Split between training and test set
  • Build Model using Keras Sequential API
  • Compile Keras Model
  • Train Model
  • Measure Model Performance
• Predict Churn