Human-Centered Data Science: An Introduction Aragon Cecilia
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, a… Celý popis ↓
Porovnanie cien Human-Centered Data Science: An Introduction Aragon Cecilia
Popis Human-Centered Data Science: An Introduction Aragon Cecilia
Human-Centered Data Science: An Introduction Aragon Cecilia
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. 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 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.
Podobné produkty
An Introduction to Human Resource Management
Risk Science: An Introduction Aven Terje
Human-Centered AI Shneiderman Ben
Data Science
