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This is an archived syllabus from 2019-2020

DATA70132 2019-2020 syllabus

Course lecturer: Angelo Cangelosi

Additional staff: view all staff
Sem 2 PRACTICAL 1.8 Wed 11:00 - 13:00 -
Sem 2 Lecture Mansfield Cooper 1.02 Mon 16:00 - 18:00 -

Syllabus unknown to Campus Solutions

No information is held in Campus Solutions for this syllabus.

Learning outcomes

Reading list

Pattern Recognition and Machine LearningBishop, Christopher9780387310732Springer-Verlag New York2006
An Introduction to Statistical LearningJames, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert978-1-4614-7137-0Springer-Verlag2013
A First Course in Machine LearningRogers, Simon; Girolami, Mark9781498738484Chapman and Hall/CRC2016
Handbook of Markov Chain Monte Carlonull9781420079418Chapman and Hall/CRC2011
Linear algebra : a modern introduction Poole, David, 1955- author.9781285463247Cengage Learning2015
A First Course in ProbabilityRoss, Sheldon9781292024929Pearson2013