Artificial Neural Network (ANN)
deep learningUpdated Oct 25, 2025
Predict customer churn for a bank using an Artificial Neural Network (ANN) trained on customer demographic and financial data.
Language: PythonLevel: advancedTask: deep learningDataset: Churn_Modelling.csv
Learning Objectives
- Build an ANN using Keras and TensorFlow to classify whether a customer will leave the bank.
- Preprocess data including encoding categorical variables and feature scaling.
- Evaluate the model’s performance using accuracy and confusion matrix.
- Predict if a new customer will leave the bank based on given attributes.
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