AI, Dimensionality Reduction, Machine Learning, Python, Data Science.
covariance between variables x and y. In this context, xi represents the value of x in the ith dimension, while the x bar and y bar denote their respective mean values. Now, let’s explore this concept in matrix format. If we have a matrix X with dimensions m*n, containing n data points each with m