Machine Learning: An Algorithmic Perspective (Record no. 295300)

MARC details
000 -LEADER
fixed length control field 01202nam a2200169Ia 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781420067187
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31 MAR-M
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Stephen Marsland
245 ## - TITLE STATEMENT
Title Machine Learning: An Algorithmic Perspective
250 ## - EDITION STATEMENT
Edition statement Special Indian Edition
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Boca Raton
Name of publisher, distributor, etc. CRC Press
Date of publication, distribution, etc. 2009
300 ## - PHYSICAL DESCRIPTION
Extent xvi, 390 pages : illustrations ; 25 cm.
490 ## - SERIES STATEMENT
Series statement Chapman & Hall/CRC machine learning & pattern recognition series.
520 ## - SUMMARY, ETC.
Summary, etc. Written in an easily accessible style, this book provides the idealblend of theory and practical, applicable knowledge. It covers neuralnetworks, graphical models, reinforcement learning, evolutionaryalgorithms, dimensionality reduction methods, and the important areaof optimization. It treads the fine line between adequate academicrigor and overwhelming students with equations and mathematicalconcepts. The author includes examples based on widely availabledatasets and practical and theoretical problems to test understandingand application of the material. The book describes algorithms withcode examples backed up by a website that provides workingimplementations in Python.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning. Algorithms.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book
Holdings
Withdrawn status Lost status Damaged status Not for loan Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Total Renewals Full call number Barcode Checked out Date last seen Date last checked out Price effective from Koha item type
        Dept. of Computational Biology and Bioinformatics Dept. of Computational Biology and Bioinformatics Processing Center 13/11/2020 700036 495.00 4 1 006.3'1 MAR-M DCB2091 04/04/2023 04/01/2023 04/01/2023 01/09/2015 Book