Calculate PCA by Hand
Introduction & Importance
Principal Component Analysis (PCA) is a powerful statistical technique used to reduce the dimensionality of data while retaining as much information as possible. Calculating PCA by hand helps understand the underlying mathematics and is crucial for data scientists, statisticians, and machine learning practitioners.