Customer Churn Modelling

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A simple Artificial Neural Network (ANN) predicting whether the customer will retain or churn-away provided the user-demographics.

ANN Model Architecture

Model: "sequential_1"
_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
dense_1 (Dense)              (None, 6)                 72        
_________________________________________________________________
dense_2 (Dense)              (None, 6)                 42        
_________________________________________________________________
dense_3 (Dense)              (None, 1)                 7         
=================================================================
Total params: 121
Trainable params: 121

Optimizer: RMSProp and Adam

Check out the whole project on GitHub.


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