Question: a) Given the following samples in a 2D Euclidean space, what does principal component (PCA) analysis reveal about the data? Show the principal components

a) Given the following samples in a 2D Euclidean space, what does

a) Given the following samples in a 2D Euclidean space, what does principal component (PCA) analysis reveal about the data? Show the principal components graphically. Explain your answer. [10pts] b) Illustrate the first two iterations of k- medoids clustering algorithm? Compare the application of k-means and k- medoids algorithms on this data with respect to their runtime complexities. [10pts]

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a Principal Component Analysis PCA is a statistical method used to reduce the dimensionality of data while preserving its variance as much as possible ... View full answer

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