國立高雄大學圖資館 |

Language: English

圖資館首頁

Login

Back

Switch To: Labeled | MARC Mode | ISBD

Probabilistic machine learning :an introduction /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Probabilistic machine learning :Kevin P. Murphy.
Reminder of title:	an introduction /
Author:	Murphy, Kevin P.,
Published:	Cambridge, Massachusetts :The MIT Press,c2022.
Description:	xxix, 826 p. :ill. (some col.) ;24 cm.
Subject:	Machine learning.
ISBN:	9780262046824 :

Probabilistic machine learning :an introduction /
Murphy, Kevin P.,1970-

Probabilistic machine learning :an introduction /Kevin P. Murphy. - Cambridge, Massachusetts :The MIT Press,c2022. - xxix, 826 p. :ill. (some col.) ;24 cm. - Adaptive computation and machine learning series.

Includes bibliographical references and index.

"This book provides a detailed and up-to-date coverage of machine learning. It is unique in that it unifies approaches based on deep learning with approaches based on probabilistic modeling and inference. It provides mathematical background (e.g. linear algebra, optimization), basic topics(e.g., linear and logistic regression, deep neural networks), as well asmore advanced topics (e.g., Gaussian processes). It provides a perfect introduction for people who want to understand cutting edge work in top machine learning conferences such as Neur IPS, ICML and ICLR"--

ISBN: 9780262046824 :NT$2888

LCCN: 2021027430Subjects--Topical Terms:

188639
Machine learning.

LC Class. No.: Q325.5 / .M872 2022

Dewey Class. No.: 006.3/1

Probabilistic machine learning :an introduction /
LDR:01252cam a2200205 a 450 001 616546
005 20220708151635.0
008 220920s2022 maua b 001 0 eng
010 $a 2021027430
020 $a 9780262046824 : $c NT$2888
035 $a 069826
040 $a DLC $b eng $c DLC $d DLC
042 $a pcc
050 0 0 $a Q325.5 $b .M872 2022
082 0 0 $a 006.3/1 $2 23
100 1 $a Murphy, Kevin P., $d 1970- $3 857951
245 1 0 $a Probabilistic machine learning : $b an introduction / $c Kevin P. Murphy.
260 $a Cambridge, Massachusetts : $b The MIT Press, $c c2022.
300 $a xxix, 826 p. : $b ill. (some col.) ; $c 24 cm.
490 0 $a Adaptive computation and machine learning series
504 $a Includes bibliographical references and index.
520 $a "This book provides a detailed and up-to-date coverage of machine learning. It is unique in that it unifies approaches based on deep learning with approaches based on probabilistic modeling and inference. It provides mathematical background (e.g. linear algebra, optimization), basic topics(e.g., linear and logistic regression, deep neural networks), as well asmore advanced topics (e.g., Gaussian processes). It provides a perfect introduction for people who want to understand cutting edge work in top machine learning conferences such as Neur IPS, ICML and ICLR"-- $c Provided by publisher.
650 0 $a Machine learning. $3 188639
650 0 $a Probabilities. $3 182046

based on 0 review(s)

Items

2 records • Pages 1 •
1

Inventory Number

No. of reservations

320000735987

西方語文圖書區(四樓)

1圖書

一般圖書

Q325.5 M978-1 2022

一般使用(Normal)

On shelf

0

320000736662

西方語文圖書區(四樓)

1圖書

一般圖書

Q325.5 M978-1 2022 c.2

一般使用(Normal)

On shelf

0

2 records • Pages 1 •
1

Reviews

Add a review and share your thoughts with other readers

Export

pickup library

Change password

Login