Data Science, Machine Learning, Analytics, Visualization, Statistics.
is to transform it into a vector z, having fewer dimensions than n, say m vector z This happens through a Linear Transformation. Specifically, we multiply a matrix to x that maps it to an m-dimensional space. Consider a matrix W of size n*m. Using W, we wish to transform x to z as — PCA