Machine Learning, Data Science, Deep Learning, Dimensionality Reduction, Artificial Intelligence.
overall patterns in the data. Choosing Components: We sort the eigenvectors by their corresponding eigenvalues. The eigenvector with the largest eigenvalue is the first principal component, the second largest is the second principal component, and so on. These components are new variables that