> Courseware > KIV > SU-E > Studijní materiály - Portál ZČU
Skip to page content
Anonymous user
Login
Česky
HelpDesk - user support contact
Drobečková navigace
Portál ZČU
>
Courseware
>
Předměty po fakultách
>
Fakulta aplikovaných věd
>
KIV
>
SU-E
> Studijní materiály
User disconnected from the portal due to long time of inactivity.
Please, click
this link to log back in
.
(Sessions are disconnected after 240 minutes of inactivity. Note that mobile devices may get disconnected even sooner).
SU-E
Navigace
Course Description
Studijní materiály
Trevor Hastie, Robert Tibshirani, Jerome Friedman:
The Elements of Statistical Learning
. 2nd Ed., Springer, 2009. ISBN 978-0-387-84857-0.
http://www-stat.stanford.edu/~tibs/ElemStatLearn/download.html
Christopher M. Bishop:
Pattern Recognition and Machine Learning
. Springer, 2006. ISBN 978-0387-31073-2.
Kevin P. Murphy:
Machine Learning: A Probabilistic Perspective
. MIT Press, 2012. ISBN 9780262018029.
David Barber:
Bayesian Reasoning and Machine Learning
. Cambridge University Press, 2012. ISBN 978-0-521-51814-7.
http://web4.cs.ucl.ac.uk/staff/D.Barber/textbook/270212.pdf
Nils J. Nilsson:
Introduction to Machine Learning – An Early Draft of a Proposed Textbook
. Stanford University, 2005.
http://robotics.stanford.edu/people/nilsson/mlbook.html
Last updated: 18.09.2023
K prohlížení textu nemáte dostatečná práva.
Demo Applications
null
Documents are accessible only to registered users or students on the course.
