Data Conscience: Algorithmic Siege on our Humanity
Author: Brandeis Hill Marshall and Timnit Gebru
Publisher Finelybook 出版社：Wiley; 1st edition (September 21, 2022)
pages 页数：352 pages
DATA CONSCIENCE ALGORITHMIC S1EGE ON OUR HUM4N1TY
EXPLORE HOW D4TA STRUCTURES C4N HELP OR H1NDER SOC1AL EQU1TY
Data has enjoyed ‘Author:stander’ status as we’ve attempted to digitize responsibility and morality in tech. In fact, data’s importance should earn it a spot at the center of our thinking and strategy around building a better, more ethical world. It’s use—and misuse—lies at the heart of many of the racist, gendered, classist, and otherwise oppressive practices of modern tech.
In Data Conscience: Algorithmic Siege on our Humanity, computer science and data inclusivity thought leader Dr. Brandeis Hill Marshall delivers a call to action for rebel tech leaders, who acknowledge and are prepared to address the current limitations of software development. In the book, Dr. Brandeis Hill Marshall discusses how the philosophy of “move fast and break things” is, itself, broken, and requires change.
You’ll learn about the ways that discrimination rears its ugly head in the digital data space and how to address them with several known algorithms, including social network analysis, and linear regression
A can’t-miss resource for junior-level to senior-level software developers who have gotten their hands dirty with at least a handful of significant software development projects, Data Conscience also provides readers with:
Discussions of the importance of transparency
Explorations of computational thinking in practice
Strategies for encouraging accountability in tech
Ways to avoid double-edged data visualization
Schemes for governing data structures with law and algorithms