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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

Human-Centered Data Science: An Introduction

The first 20 hours audiobook free download Human-Centered Data Science: An Introduction English version by 9780262543217 ePub CHM iBook

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.

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Human-Centered Data Science: An Introduction will be published by MIT Press in March 2022. SRI: What does it mean for data science to be “human 
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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 by Cecilia Aragon - Penguin
Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational Format: PaperbackPublished: 15 March 2022RRP: $59.99
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: An Introduction - Alibris
Buy Human-Centered Data Science: An Introduction by Cecilia Aragon, Shion Guha, Marina Kogan (ISBN: 9780262543217) online at Alibris.
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 
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Welcome to the Human-Centered Data Science Lab! We are a group of researchers at the University of Washington led by Dr. Cecilia R. Aragon.
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

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