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Introduction to data science /

Ou, Gaoyan.

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Introduction to data science /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Introduction to data science // authored by Gaoyan Ou ... [et al.] ; translated by Binyang Li, Shumin Shi.
其他作者:	Ou, Gaoyan.
出版者:	Hackensack, NJ :World Scientific, : c2024.,
面頁冊數:	xvi, 428 p. :ill. (some col.) ;24 cm.
內容註:	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.
標題:	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 /
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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