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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
Free ebook downloads for ipads Human-Centered Data Science: An Introduction
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.
A growing HCDE curriculum - Human Centered Design
In the 2017-2018 academic year, HCDE launched a new Data Science specialization for undergraduate students, and several new elective courses New Data
Shion Guha (@GuhaShion) / Twitter
textbook "Human Centered Data Science: An Introduction" published by MIT Press launched yesterday. The book is already the #1 New Release in Data Mining on
Human-Centered Data Science: An Introduction Kindle Edition
It offers a brief and accessible overview of many common statistical and algorithmic data science techniques, explains human-centered approaches to data science
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
Data science, advanced analytics, machine learning, artificial intelligence, cognitive computing, and natural language processing are all
Cecilia Aragon, Professor, Dept. of Human Centered Design
CDO Magazine publishes everything outstanding that is happening in the world of data and analytics. We introduce you to remarkable data
Human-Centered Data Science eBook by Cecilia Aragon
Read "Human-Centered Data Science An Introduction" by Cecilia Aragon available from Rakuten Kobo. Best practices for addressing the bias and inequality that
Human-Centered Data Science eBook by Cecilia Aragon
Read "Human-Centered Data Science An Introduction" by Cecilia Aragon available from Rakuten Kobo. Best practices for addressing the bias and inequality that
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,.
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
Human-Centered Data Science | The MIT Press
Best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets.
MS in Human-Centered Design and Engineering - University
As in the cases of existing MS degree programs in the College of Engineering and Computer Science, the course offerings for the MS (HCDE) program are mainly in
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 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
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