7 Techniques to Handle Multicollinearity that Every Data Scientist Should Know

Essential guide to detect and handle multicollinearity in the dataset

Image by Gerd Altmann from Pixabay

Exploratory data analysis and statistical analysis are important components of a data science model development pipeline to generate insights about the data. Before fitting a machine learning model, a data scientist…