Machine Learning, Dimensionality Reduction, Eigenvectors, Algorithms, Mathematics.
your data). Assume your data is drawn from a random variable x with a certain distribution. From basic linear algebra, the projection of your data on any vector v that exists in your original space will be given by the inner product vᵗx. Source: StatQuest by Josh Starmer Now, we want to find the