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Data science for dummies / by Lillian Pierson.

By: Pierson, Lillian
Call number: 006.312 P624D Material type: materialTypeLabelBookPublisher: Hoboken, N.J. : John Wiley & Sons, c2015. Description: xvi, 384 p. : ill.ISBN: 9781118841556 (pbk.).Subject(s): Information technology | Information retrieval | Databases | Data mining
Contents:
Wrapping your head around data science -- Exploring data engineering pipelines and infrastructure -- Applying data science to business and industry -- Introducing probability and statistics -- Clustering and classification -- Clustering and classification with nearest neighbor algorithms -- Mathematical modeling in data science -- Modeling spatial data with statistics -- Following the principles of data visualization design -- Using D3.js for data visualization -- Web-based applications for visualization design -- Exploring best practices in dashboard design -- Making maps from spatial data -- Using Python for data science -- Using open source R for data science -- Using SQL in data science -- Software applications for data science -- Using data science in journalism -- Delving into environmental data science -- Data science for driving growth in e-commerce -- Using data science to describe and predict criminal activity -- Ten phenomenal resources for open data -- Ten (or so) free data science tools and applications.
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หนังสือทั่วไป CL_General Book 006.312 P624D (Browse shelf) Available 1 1000183939

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