marwanmusa / ANN-TelcoCustomerChurn

Repository of Hacktiv8 Milestone Project Phase 2 Predict Behavior to Retain Customers with ANN

Model Classification

This Repository is a "Hacktiv8 Milestone Project" of Constructing ANN Model to predict behavior to retain customers.

Research topic : Artificial Neural network, Tensorflow, Pipeline in Tensorflow, Feature Engineering, Imbalance Data Handling (with SMOTE), Sequential and Functional Model, Model Evaluation, Deyployment (Frontend-Streamlit, Backend-tf_serving)

Model Used : ANN

Source of the dataset is from kaggle.com.

Deployment link :

Frontend : https://telcochurn-pred-app.herokuapp.com/
Backend : http://tf-serving-churnapp.herokuapp.com/v1/models/churn:predict

Assessed by :

• Sardi Irfansyah
• Afif A. Iskandar