{epub download} Human-Centered Data Science: An Introduction by
Human-Centered Data Science: An Introduction by
- Human-Centered Data Science: An Introduction
- Page: 200
- Format: pdf, ePub, mobi, fb2
- ISBN: 9780262543217
- Publisher: MIT Press
Human-Centered Data Science: An Introduction
Downloads free book Human-Centered Data Science: An Introduction in English
Best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets. 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. The authors explain how data scientists’ choices are involved at every stage of the data science workflow—and show how a human-centered approach can enhance each one, by making the process more transparent, asking questions, and considering the social context of the data. They describe how tools from social science might be incorporated into data science practices, discuss different types of collaboration, and consider data storytelling through visualization. The book shows that data science practitioners can build rigorous and ethical algorithms and design projects that use cutting-edge computational tools and address social concerns.
Human-Centered Data Science: An Introduction - Brookline
Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational
Shaping human‐centered data science education
Request PDF | Keeping the human in the data scientist: Shaping human‐centered data science education | Human‐centered approaches are still relatively novel
Cecilia Aragon - Women in Data Science Conference
She has co-authored a book called Human Centered Data Science: An Introduction to help experienced and new data scientists learn how to plan for and manage
Cecilia Aragon | Professor, University of Washington
Human Centered Data Science: An Introduction (MIT Press, 2021). Aragon is the co-inventor (with Raimund Seidel) of a data structure, the treap, which has been
U of T expert on human-centered data science - University of
Human-centered data science starts off by developing a critical understanding of the socio-technical system under investigation. So, whether
New Releases in Data Mining - Amazon.com
Amazon.com New Releases: The best-selling new & future releases in Data Mining. Human-Centered Data Science: An Introduction · Cecilia Aragon. Paperback.
Human-Centered Data Science : Cecilia Rodriguez Aragon
Human-Centered Data Science An Introduction Human-centred data science is a new interdisciplinary field that draws from human-computer interaction,
Human-Centered Data Science (An Introduction) - Bulk
This book title, Human-Centered Data Science (An Introduction), ISBN: 9780262543217, by Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller, Gina Neff, Format: PaperbackDimensions: 7" x 10" x 0.49"Publisher: MIT Press (February 1, 2022)List Price: $35.00$17.50 to $35.00 · In stock
Human-Centered Data Science: An Introduction (Paperback)
Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational Publisher: The MIT PressPublication Date: March 1st, 2022
Human-Centered Data Science: What is it, and why is it the
I therefore submit to you that the way forward in Data Science is a Human-Centered one, with the view of adequately respecting the humans
Human-Centered Data Science - eScience Institute
Human-Centered Data Science. Cecilia R. Aragon. Dept. of Human Centered Design & Engineering. eScience Institute. University of Washington aragon@uw.edu.6 pages
Bachelor's Degree Courses - Human Centered Design
HCDE 210 Explorations in Human Centered Design (3) user experience design and research for big data; human computation; social impacts of data science.
U of T expert on human-centered data science - Education
My co-authors on the book [Human-Centered Data Science: An Introduction, MIT Press March 2022] and I are some of the first people to have talked
University of Toronto expert on human-centered data science
My co-authors on the book [Human-Centered Data Science: An Introduction, MIT Press March 2022] and I are some of the first people to have
A Human-Centered Perspective on Multimedia Data Science
General Terms. Human-Centered Computing,. Keywords. Data Science, Multimedia. 1. INTRODUCTION. In recent years, the amount of data available for analysis,.
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