Blog article on a full data science project: detecting forged banknotes through predictive modeling in Python.
Part I here:
- Introduction
- Preprocessing
- Exploratory data analysis
Part II here:
- Dealing with correlated data
- Variable scaling
Part III here
- Modeling and optimization
- GLM from scratch