1.7 Preprocessing

In this short course we will cover some basic preprocessing techniques. Preprocessing is an important part of any machine learning pipeline and can make a huge difference in the final model performance. There are many different techniques to preprocess data: normalization, standardisation, feature selection, dimensionality reduction and many more. In this course we will learn more about when and how to use them.