Principal Component, Analytics, Mathematics, Data Science, Data Visualization.
decreasing eigenvalues and choose first n eigenvectors with the largest eigenvalues. Eigenvectors only define the direction of new dimensions in the space. Therefore eigenvectors are unit vectors. We need to form our dataset according to these vectors. Our goal by using PCA was the creation of