Data Science, Machine Learning, Pattern Recognition, Pca Analysis, Data Reduction.
Let’s explore a simple example of a multivariate Gaussian distribution, akin to the dataset showcased on the Wikipedia page for PCA. We’ll generate this dataset comprising 10,000 data points drawn from a two-dimensional normal distribution centered at (1, 3) with standard deviations of (3, 1) along