000			02158nam a2200457 a 4500
001			00013071
003			WSP
005			20260416153411.0
007			cr |nu|||unuuu
008			230402s2024 si ob 000 0 eng d
010			_a 2023006247
020			_a9789811263903 _q(ebook)
020			_a9811263906 _q(ebook)
020			_z9789811263897 _q(hbk.)
040			_aWSPC _beng _cWSPC
050		4	_aQA76.9.B45
072		7	_aMAT _x008000 _2bisacsh
072		7	_aCOM _x018000 _2bisacsh
072		7	_aCOM _x094000 _2bisacsh
082	0	4	_a005.7 _223
049			_aMAIN
245	0	0	_aIntroduction to data science / _cauthored by Gaoyan Ou ... [et al.] ; translated by Binyang Li, Shumin Shi.
260			_aSingapore : _bWorld Scientific, _cc2024.
300			_a1 online resource (xvi, 428 p.)
504			_aIncludes bibliographical references.
505	0		_aIntroduction -- Data preprocessing -- Regression model -- Classification model -- 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"-- _cPublisher's website.
538			_aMode of access: World Wide Web.
538			_aSystem requirements: Adobe Acrobat Reader.
650		0	_aBig data.
650		0	_aElectronic data processing.
650		0	_aMultivariate analysis.
650		0	_aData mining.
650		0	_aAlgorithms.
655		0	_aElectronic books.
700	1		_aOu, Gaoyan.
700	1		_aLi, Binyang _c(Translator)
700	1		_aShi, Shumin _c(Translator)
856	4	0	_uhttps://www.worldscientific.com/worldscibooks/10.1142/13071#t=toc
942			_cE-BOOK
999			_c49750 _d49750