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Introduction to data science /

Ou, Gaoyan.

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Introduction to data science /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Introduction to data science // authored by Gaoyan Ou ... [et al.] ; translated by Binyang Li, Shumin Shi.
other author:	Ou, Gaoyan.
Published:	Hackensack, NJ :World Scientific, : c2024.,
Description:	xvi, 428 p. :ill. (some col.) ;24 cm.
[NT 15003449]:	Data preprocessing -- Regression model -- Classification models -- Ensemble method -- Clustering model -- Association rule mining -- Dimensionality reduction -- Feature selection -- EM algorithm -- Probabilistic graphical model -- Text analysis -- Graph and network analysis -- Deep learning -- Distributed computing.
Subject:	Big data. -
ISBN:	9789811263897

Introduction to data science /
Introduction to data science /authored by Gaoyan Ou ... [et al.] ; translated by Binyang Li, Shumin Shi. - Hackensack, NJ :World Scientific,c2024. - xvi, 428 p. :ill. (some col.) ;24 cm.

Includes bibliographical references (p. 411-428)

Data preprocessing -- Regression model -- Classification models -- Ensemble method -- Clustering model -- Association rule mining -- Dimensionality reduction -- Feature selection -- EM algorithm -- Probabilistic graphical model -- Text analysis -- Graph and network analysis -- Deep learning -- Distributed computing.

"The book systematically introduces the basic contents of data science, including data preprocessing and basic methods of data analysis, handling special problems (e.g. text analysis), deep learning, and distributed systems. In addition to systematically introducing the basic content of data science from a theoretical point of view, the book also provides a large number of data analysis practice cases"--

ISBN: 9789811263897US148.00

LCCN: 2023006247Subjects--Topical Terms:

2045508
Big data.

LC Class. No.: QA76.9.B45 / O9 2024

Dewey Class. No.: 005.7

Introduction to data science /
LDR:01476cam a2200217 a 4500 001 2321821
005 20230721094009.0
008 231027s2024 njua b 000 0 eng d
010 $a 2023006247
020 $a 9789811263897 $q (hbk.) : $c US148.00
020 $z 9789811263903 $q (ebook)
020 $z 9789811263910 $q (ebook other)
040 $a DLC $b eng $e rda $c DLC $d DLC
042 $a pcc
050 0 0 $a QA76.9.B45 $b O9 2024
082 0 0 $a 005.7 $2 23/eng/20230404
245 0 0 $a Introduction to data science / $c authored by Gaoyan Ou ... [et al.] ; translated by Binyang Li, Shumin Shi.
260 # $a Hackensack, NJ : $b World Scientific, $c c2024.
300 $a xvi, 428 p. : $b ill. (some col.) ; $c 24 cm.
504 $a Includes bibliographical references (p. 411-428)
505 0 # $a Data preprocessing -- Regression model -- Classification models -- Ensemble method -- Clustering model -- Association rule mining -- Dimensionality reduction -- Feature selection -- EM algorithm -- Probabilistic graphical model -- Text analysis -- Graph and network analysis -- Deep learning -- Distributed computing.
520 # $a "The book systematically introduces the basic contents of data science, including data preprocessing and basic methods of data analysis, handling special problems (e.g. text analysis), deep learning, and distributed systems. In addition to systematically introducing the basic content of data science from a theoretical point of view, the book also provides a large number of data analysis practice cases"-- $c Provided by publisher.
650 # 0 $a Big data. $3 2045508
650 # 0 $a Electronic data processing. $3 520749
650 # 0 $a Multivariate analysis. $3 517467
650 # 0 $a Data mining. $3 562972
650 # 0 $a Algorithms. $3 536374
700 1 # $a Ou, Gaoyan. $3 3645414
700 1 # $a Li, Binyang $c (Translator). $3 3645415
700 1 # $a Shi, Shumin $c (Translator). $3 3645416