ece595 stat598 machine learning i lecture 01 linear regression spring 2020 stanley chan school of electrical and computer engineering purdue university c stanley chan 2020 all rights reserved 1 22 ...
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...Ece stat machine learning i lecture linear regression spring stanley chan school of electrical and computer engineering purdue university c all rights reserved outline mathematical background a basic data analytic tool regularization constraining the solution kernel method enabling nonlinearity notation loss function solving problem geometry projection minimum norm pseudo inverse scalar b r vector rd matrix rn d entries are or ij rows columns t n j th feature sample identity one zero standard basis...