Human-Centered Data Science: An Introduction (Record no. 47268)

MARC details
000 -LEADER
fixed length control field 01253 a2200241 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780262543217
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.7 ARA
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Aragon, Cecilia,
245 ## - TITLE STATEMENT
Title Human-Centered Data Science: An Introduction
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc MIT Press
Place of publication, distribution, etc 2022
Date of publication, distribution, etc Cambridge, Massachusetts
300 ## - PHYSICAL DESCRIPTION
Extent 185
520 ## - SUMMARY, ETC.
Summary, etc Human-centered data science is a new interdisciplinary field that draws from human- computer interaction, social science, statistics, and computational techniques. This book, written by founders of the field, introduces best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of very large datasets. It offers a brief and accessible overview of many common statistical and algorithmic data science techniques, explains human-centered approaches to data science problems, and presents practical guidelines and real-world case studies to help readers apply these methods.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Big data
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Moral and ethical aspect
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data processing
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Information science
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Quantitative research
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Guha Shion
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Kogan Marina
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Muller Machael
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Neff Gina
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book
Source of classification or shelving scheme Dewey Decimal Classification

No items available.