Principal Component Analysis (PCA) in Machine Learning Made Simple

When you first start working with machine learning, one challenge you quickly notice is the size of datasets. Many real-world datasets have hundreds of columns (features). The more features you have, the harder it becomes to analyse patterns and trai...