[PDF] 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

Download Human-Centered Data Science: An Introduction

Ebook gratis ita download 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 
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 
Lecture with Exercise: Human-Centered Data Science - Freie
The research area Human-Centered Data Science closes this gap at the intersection of Human-Computer Interaction (HCI), Computer-Supported Cooperative Work (CSCW) 
Human-Centered Data Science | The MIT Press
Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational 
Human-Centered Study of Data Science - ACM Digital Library
INTRODUCTION. With the rise and frequent opacity of big data, there has been a growing need to understand who is working in data science and how 
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 
Human-Centered Data Science - Booktopia
Booktopia has Human-Centered Data Science, An Introduction by Cecilia Aragon. Buy a discounted Paperback of Human-Centered Data Science online from 
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

Links: [PDF/Kindle] The Song of Wrath by Sarah Raughley, Sarah Raughley read book, [PDF] Stephen McCranie's Space Boy Omnibus Volume 4 by Stephen McCranie, Stephen McCranie, Stephen McCranie, Stephen McCranie link, {pdf download} Until I Get You by Claire Contreras, Claire Contreras site, Read [pdf]> Teen Killers Club: A Novel by Lily Sparks, Lily Sparks link,