Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
data to the new space defined by the principal components. Visual Aids for Better Understanding Covariance Matrix: Visualized as a heat map showing how each variable relates to the others. Eigenvectors and Data Spread: Imagine a 3D plot of your data and lines (eigenvectors) passing through, showing