In this webinar, you will learn the concept of dimension reduction and how to use PCA, t-SNE and UMAP as 3 widely used dimension reduction methods. The focus of the webinar is helping you to understand the assumptions and intuition behind each dimension reduction approaches (mainly ) and how to use Python to implement these methods for feature selection or visualization.