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The data science design manual

Skiena, Steven S.

The data science design manual

Record Type:	Electronic resources : Monograph/item
Title/Author:	The data science design manualby Steven S. Skiena.
Author:	Skiena, Steven S.
Published:	Cham :Springer International Publishing :2017.
Description:	xvii, 445 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Mathematical statisticsData processing.
Online resource:	http://dx.doi.org/10.1007/978-3-319-55444-0
ISBN:	9783319554440$q(electronic bk.)

The data science design manual
Skiena, Steven S.

The data science design manual[electronic resource] /by Steven S. Skiena. - Cham :Springer International Publishing :2017. - xvii, 445 p. :ill. (some col.), digital ;24 cm. - Texts in computer science,1868-0941. - Texts in computer science..

What is Data Science? -- Mathematical Preliminaries -- Data Munging -- Scores and Rankings -- Statistical Analysis -- Visualizing Data -- Mathematical Models -- Linear Algebra -- Linear and Logistic Regression -- Distance and Network Methods -- Machine Learning -- Big Data: Achieving Scale.

ISBN: 9783319554440$q(electronic bk.)

Standard No.: 10.1007/978-3-319-55444-0doiSubjects--Topical Terms:

183916
Mathematical statistics
--Data processing.

LC Class. No.: QA276.4

Dewey Class. No.: 519.50285

The data science design manual
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100 1 $a Skiena, Steven S. $3 321975
245 1 4 $a The data science design manual $h [electronic resource] / $c by Steven S. Skiena.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2017.
300 $a xvii, 445 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Texts in computer science, $x 1868-0941
505 0 $a What is Data Science? -- Mathematical Preliminaries -- Data Munging -- Scores and Rankings -- Statistical Analysis -- Visualizing Data -- Mathematical Models -- Linear Algebra -- Linear and Logistic Regression -- Distance and Network Methods -- Machine Learning -- Big Data: Achieving Scale.
650 0 $a Mathematical statistics $x Data processing. $3 183916
650 1 4 $a Computer Science. $3 212513
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Pattern Recognition. $3 273706
650 2 4 $a Big Data/Analytics. $3 742047
650 2 4 $a Visualization. $3 182994
650 2 4 $a Statistics and Computing/Statistics Programs. $3 275710
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