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 eBook

Free ebook downloads free Human-Centered Data Science: An Introduction 9780262543217 by

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 - 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 Lab Human-Centered Data
        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.
        Interactive Data Science - CMU DIG
        We will also cover human-centered aspects of data science and how HCI methods can To introduce the value of data visualization and its principles for 
        Human-Centered Data Science: An Introduction - Ghana
        Buy Human-Centered Data Science: An Introduction online at an affordable price. Ubuy is the leading international shopping platform in Ghana with millions 
        Human-Centered Data Science An Introduction - VitalSource
        Human-Centered Data Science: An Introduction is written by Cecilia Aragon; Shion Guha; Marina Kogan; Michael Muller; Gina Neff and published by The MIT 
        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
        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 
        Browse Books: Computers / Data Science
        Human-Centered Data Science: An Introduction Cover Image. Human-Centered Data Science: An Introduction (Paperback). By Cecilia Aragon, Shion Guha, 
        Human-Centered Data Science: An Introduction - Amazon.com
        It offers a brief and accessible overview of many common statistical and algorithmic data science techniques, explains human-centered approaches to data science 
        HUMAN-CENTERED DATA SCIENCE : AN INTRODUCTION
        HUMAN-CENTERED DATA SCIENCE : AN INTRODUCTION. Author: ARAGON, CECILIA RODRIGUEZ; Published: CAMBRIDGE MIT PRESS 2022. Please check back shortly for item 
        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 
        Human-Centered Data Science: An Introduction - Goodreads
        Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational 
        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: An Introduction
        Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational

Items