A first course in machine learning / Simon Rogers, Mark Girolami.
By: Rogers, Simon.
Contributor(s): Girolami, Mark.
Series: ©2020Edition: 2nd.Description: xx, 397 pages ill. ; 25 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 9780367574642(paperback).Subject(s): Machine learningGenre/Form: Print books.Current location | Call number | Status | Date due | Barcode | Item holds |
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On Shelf | Q325.5 .R64 2020 (Browse shelf) | Available | AU00000000018992 |
Includes bibliographical references and index.
Linear modelling: a least squares approach -- Linear modelling: a maximum likelihood approach -- The Bayesian approach to machine learning -- Bayesian inference -- Classification -- Clustering -- Principal components analysis and latent variable models --