Fraud Credit Card Applications Detection - Self Organizing Maps

We use self organizing maps to solve the business challenge here which is about detecting fraud in credit card applications.

Topics -

# Self Organizing Maps

# Tensorflow, NumPy, Pandas, Keras

# Sigmoid functions

# Feature scaling, feature selection, PCA (Principal Component Analysis)

# Building, Training & Compiling SOM

# Predicting the fraud customer

# Evaluating modelNotebook/IDE - Jupyter Notebook.

** All linked code and dataset used, with comments can be found on Github.**