Dimensionality Reduction, Machine Learning, Machine Learning Ai, Pca Analysis.
plot, offering a side-by-side comparison of these powerful tools. The Cast of Characters 1. Principal Component Analysis (PCA) PCA, a stalwart in dimensionality reduction, transforms data into a new coordinate system aligned with its principal components. It’s fast and efficient but assumes a