From Pixels to Patterns: A Visual Guide to PCA

Principal Component Analysis (PCA) is a powerful machine learning technique used for dimensionality reduction. At its core, PCA leverages fundamental concepts from linear algebra and statistics to transform a complex dataset into a simpler, lower-dim...