If you're exploring data science, machine learning, or are already seasoned in these fields, you've likely come across Principal Component Analysis (PCA). It's a powerful statistical method that exposes fundamental structure of data in a way that best explains its variance. Put in more simple terms, PCA reduces the dimensionality