Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Learn about key dimensionality reduction techniques in this university lecture focusing on Principal Component Analysis (PCA) and Multidimensional Scaling (MDS), exploring how these methods help simplify complex high-dimensional data while preserving essential patterns and relationships between variables.