Public Policy Analytics: Code and Context for Data Science in Government
暫譯: 公共政策分析：政府數據科學的程式碼與背景
Steif, Ken
- 出版商: CRC
- 出版日期: 2021-08-20
- 售價: $2,350
- 貴賓價: 9.5 折 $2,233
- 語言: 英文
- 頁數: 228
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367507617
- ISBN-13: 9780367507619
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相關分類:
Data Science
海外代購書籍(需單獨結帳)
商品描述
Public Policy Analytics: Code & Context for Data Science in Government teaches readers how to address complex public policy problems with data and analytics using reproducible methods in R. Each of the eight chapters provides a detailed case study, showing readers: how to develop exploratory indicators; understand 'spatial process' and develop spatial analytics; how to develop 'useful' predictive analytics; how to convey these outputs to non-technical decision-makers through the medium of data visualization; and why, ultimately, data science and 'Planning' are one and the same. A graduate-level introduction to data science, this book will appeal to researchers and data scientists at the intersection of data analytics and public policy, as well as readers who wish to understand how algorithms will affect the future of government.
商品描述(中文翻譯)
《公共政策分析：政府數據科學的程式碼與背景》教導讀者如何利用數據和分析來解決複雜的公共政策問題，並使用 R 語言中的可重複方法。這本書的八個章節提供了詳細的案例研究，向讀者展示：如何開發探索性指標；理解「空間過程」並開發空間分析；如何開發「有用的」預測分析；如何通過數據視覺化的方式將這些結果傳達給非技術決策者；以及最終為什麼數據科學和「規劃」是一體的。作為一本研究生級別的數據科學入門書籍，本書將吸引在數據分析與公共政策交集處的研究人員和數據科學家，以及希望了解算法將如何影響政府未來的讀者。
作者簡介
Ken Steif Ph.D is the Director of the Master of Urban Spatial Analytics program at the University of Pennsylvania and an Associate Professor of Practice in the City Planning Program. He teaches courses on the application of spatial analysis, statistics, predictive modeling and data visualization to solve traditional and contemporary public policy programs. Dr. Steif also is the founder of a consultancy that develops analytics for both public and private-sector clients. He lives in West Philadelphia with his wife Diana and sons Emil and Malcolm. You can follow him on Twitter @KenSteif.
作者簡介(中文翻譯)
肯·斯泰夫（Ken Steif）博士是賓夕法尼亞大學城市空間分析碩士課程的主任，也是城市規劃課程的實務副教授。他教授空間分析、統計學、預測建模和數據可視化的應用課程，以解決傳統和當代公共政策問題。斯泰夫博士還創立了一家顧問公司，為公共和私營部門的客戶開發分析工具。他與妻子戴安娜（Diana）及兒子艾米爾（Emil）和馬爾科姆（Malcolm）住在西費城。您可以在Twitter上關注他 @KenSteif。
