podondra / data-preprocessing

data preprocessing examples

Data Preprocessing Examples

This repository contains Jupyter notebooks with data preprocessing examples. It was done as homework for my master course Data Preprocessing (MI-PDD).

Contents

1. visualisation
2. exploration, validation, cleaning
3. feature selection, transformations
4. balancing and binning
5. PCA
6. time series