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Customer Churn Prediction In The Banking Sector.
Customer Churn Prediction In Banking Sector Table Of Contents: What Is The Business Use Case? List Of Independent Variables. Importing Necessary Libraries for Artificial Neural Network. Importing Dataset. Generating Matrix of Features (X). Generating Dependent Variable Vector(Y). Encoding Categorical Variable Gender. Encoding Categorical Variable Country. Splitting Dataset into Training and Testing Dataset. Performing Feature Scaling. Initializing Artificial Neural Network. Creating Hidden Layers. Creating Output Layer. Compiling Artificial Neural Network. Fitting Artificial Neural Network. Predicting Result for Single Point Observation. Saving Created Neural Networks. (1) What Is Business Use Case ? Business Use Cases: Customer Churn Prediction In the Banking Sector.
