عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1449358659 (pbk.)
(Number (ISBN
9781449358655 (pbk.)
NATIONAL BIBLIOGRAPHY NUMBER
Country Code
bnb
Number
b419336
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Doing data science /
General Material Designation
[Book]
First Statement of Responsibility
Cathy O'Neil and Rachel Schutt.
EDITION STATEMENT
Edition Statement
First edition.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xxiv, 377 pages :
Other Physical Details
illustrations (colour) ;
Dimensions
23 cm.
GENERAL NOTES
Text of Note
2013-10-08: first release ; 2013-12-13: second release ; 2014-10-10: third release.
Text of Note
Includes index.
CONTENTS NOTE
Text of Note
Introduction : What is data science? -- Statistical inference, exploratory data analysis, and the data science process -- Algorithms -- Spam filters, naive bayes, and wrangling -- Logistic regression -- Time stamps and financial modeling -- Extracting meaning from data -- Recommendation engines : building a user-facing data product at scale -- Data visualization and fraud detection -- Social networks and data journalism -- Causality -- Epidemiology -- Lessons learned from data competitions : data leakage and model evaluation -- Data engineering : MapReduce, Pregel, and Hadoop -- The students speak -- Next-generation data scientists, hubris, and ethics.
0
SUMMARY OR ABSTRACT
Text of Note
A guide to the usefulness of data science covers such topics as algorithms, logistic regression, financial modeling, data visualization, and data engineering.
PARALLEL TITLE PROPER
Parallel Title
Straight talk from the frontline
TOPICAL NAME USED AS SUBJECT
Big data.
Cyberinfrastructure.
Data mining.
Data structures (Computer science)
Database management.
Information science.
DEWEY DECIMAL CLASSIFICATION
Number
006
.
31
Edition
23
PERSONAL NAME - PRIMARY RESPONSIBILITY
O'Neil, Cathy
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Schutt, Rachel,1976-
ORIGINATING SOURCE
Date of Transaction
20150223035137.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
