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Principal Component Analysis and Kernel Method ( 1 5 points ) a . Given a data matrix D , describe the steps of the principal

Principal Component Analysis and Kernel Method

(15

points

)

.

Given a data matrix D

,

describe the steps of the principal component analysis algorithm.b

.

Explain the kernel trick.

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