The data science design manual / Steven S. Skiena [electronic resource]

By:

Skiena, Steven S

Material type:

Computer filePublication details: Cham, Switzerland : Springer, 2017Description: 1 online resource (xvii, 445 pages) : illustrations (some color)ISBN:

9783319554440 (E-book)

Other title:

Data science design manual

Subject(s):

MATHEMATICAL STATISTICS -- DATA PROCESSING

LOC classification:

QA 276.4 S54D 2017

Online resources:

View Full-text

Contents:

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

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Holdings
Item type	Current library	Collection	Shelving location	Call number	Status	Barcode	Course reserves
E-Book	SPU Library, Bangkok (Main Campus)	Electronic Resources	On Display	QA 276.4 S54D 2017 (Browse shelf(Opens below))	Available	9783319554440	คณิตศาสตร์และสถิติสำหรับเทคโนโลยีสารสนเทศ ภาคการศึกษาที่ 2

Total holds: 0

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