Practical Data Science With R Nina Zumel; John Mount

By:

Zumel, Nina

Contributor(s):

Mount, John [auth.]

Material type: Text

TextLanguage: English Publication details: New Delhi Dreamtech Wiley imprint c2014Description: xxiv; 389 P.BISBN:

9789351194378

Subject(s):

PRACTICAL DATA SCIENCE WITH R

DDC classification:

R 006.3 ZUM(PRA)

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Item type	Current library	Collection	Call number	Vol info	Copy number	Status	Barcode
COMMERCE Reference	St. Xavier's University, Kolkata Reference Section	Reference	R 006.3 ZUM(PRA) (Browse shelf(Opens below))	S.X.U.K	4874	Not For Loan	UL833

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Part 1 Introduction to data science

· The data science process

· Loading data into R

· Exploring data

· Managing data

Part 2 Modeling methods

· Choosing and evaluating models

· Memorization methods

· Linear and logistic regression

· Unsupervised methods

· Exploring advanced methods

Part 3 Delivering results

· Documentation and deployment

· Producing effective presentations

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