机读格式显示(MARC)

• 000 01880cam a2200361 i 4500

• 001 0000606784

• 003 OCoLC

• 005 20220329160700.0

• 006 m_ d

• 007 cr cn

• 008 160906s2016 flua ob 001 0 eng

• 020 __ |a 9781315382159 |q (ebook)

• 020 __ |z 9781498738484 |q (print)

• 040 __ |a OHS |b eng |e rda |c OHS |d OHS |d CHVBK |d OCLCF |d UUM |d OCLCO |d OCLCQ |d YDX |d YT1 |d SHS |d UtOrBLW

• 050 _4 |a Q325.5 |b .R64 2017

• 082 04 |a 006.3/1 |2 23

• 093 __ |a TP181 |2 5

• 100 1_ |a Rogers, Simon, |d 1979- |e author.

• 245 12 |a A first course in machine learning / |c Simon Rogers, Mark Girolami.

• 250 __ |a Second edition.

• 264 _1 |a Boca Raton : |b CRC Press, |c 2016.

• 300 __ |a 1 online resource (xxix, 397 pages) : |b illustrations

• 336 __ |a text |b txt |2 rdacontent

• 337 __ |a computer |b c |2 rdamedia

• 338 __ |a online resource |b cr |2 rdacarrier

• 490 1_ |a Chapman & Hall/CRC machine learning & pattern recognition series

• 504 __ |a Includes bibliographical references and index.

• 520 __ |a "Introduces the main algorithms and ideas that underpin machine learning techniques and applications -- Keeps mathematical prerequisites to a minimum, providing mathematical explanations in comment boxes and highlighting important equations -- Covers modern machine learning research and techniques -- Includes three new chapters on Markov Chain Monte Carlo techniques, Classification and Regression with Gaussian Processes, and Dirichlet Process models."--From Publisher.

• 588 __ |a Description based on print version record.

• 650 _0 |a Machine learning.

• 700 1_ |a Girolami, Mark, |d 1963- |e author.

• 830 _0 |a Chapman & Hall/CRC machine learning & pattern recognition series.

• 856 4_ |u http://www.itextbook.cn/f/book/bookDetail?bookId=81750072d5a84f03bc8b996f076f3ee3 |z An electronic book accessible through the World Wide Web; click to view