Eigenvectors, Principal Component, Dimensionality Reduction, Data Science, Unsupervised Learning.
Before we dive deeper into the magic… Let’s get our basics right on the magic wand which are the Eigenvectors. All measurable quantities fall into two categories scalar and vector. Source: image by Author Any quantity which has only magnitude and no direction is referred to as a scalar. Scalar