Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
directions of maximum spread. In the next section, we’ll take a sample dataset and apply PCA step-by-step, making the journey from theory to practical application. Let’s break down each step with a detailed explanation, relevant formulas, and corresponding Python code, so you can easily copy,