Federal Data Science

Written By Feras A. Batarseh
Federal Data Science
  • Publsiher : Academic Press
  • Release : 21 September 2017
  • ISBN : 012812444X
  • Pages : 256 pages
  • Rating : /5 from reviews
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Download or read book entitled Federal Data Science by author: Feras A. Batarseh which was release on 21 September 2017 and published by Academic Press with total page 256 pages . This book available in PDF, EPUB and Kindle Format. Federal Data Science serves as a guide for federal software engineers, government analysts, economists, researchers, data scientists, and engineering managers in deploying data analytics methods to governmental processes. Driven by open government (2009) and big data (2012) initiatives, federal agencies have a serious need to implement intelligent data management methods, share their data, and deploy advanced analytics to their processes. Using federal data for reactive decision making is not sufficient anymore, intelligent data systems allow for proactive activities that lead to benefits such as: improved citizen services, higher accountability, reduced delivery inefficiencies, lower costs, enhanced national insights, and better policy making. No other government-dedicated work has been found in literature that addresses this broad topic. This book provides multiple use-cases, describes federal data science benefits, and fills the gap in this critical and timely area. Written and reviewed by academics, industry experts, and federal analysts, the problems and challenges of developing data systems for government agencies is presented by actual developers, designers, and users of those systems, providing a unique and valuable real-world perspective. Offers a range of data science models, engineering tools, and federal use-cases Provides foundational observations into government data resources and requirements Introduces experiences and examples of data openness from the US and other countries A step-by-step guide for the conversion of government towards data-driven policy making Focuses on presenting data models that work within the constraints of the US government Presents the why, the what, and the how of injecting AI into federal culture and software systems

Federal Data Science

Federal Data Science
  • Author : Feras A. Batarseh,Ruixin Yang
  • Publisher : Academic Press
  • Release Date : 2017-09-21
  • Total pages : 256
  • ISBN : 012812444X
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Summary : Federal Data Science serves as a guide for federal software engineers, government analysts, economists, researchers, data scientists, and engineering managers in deploying data analytics methods to governmental processes. Driven by open government (2009) and big data (2012) initiatives, federal agencies have a serious need to implement intelligent data management methods, share their ...

Exam Prep for Federal Data Science

Exam Prep for  Federal Data Science
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2021-04-16
  • Total pages : 212
  • ISBN : 012812444X
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Summary : Read online Exam Prep for Federal Data Science written by , published by which was released on . Download full Exam Prep for Federal Data Science Books now! Available in PDF, ePub and Kindle....

97 Things About Ethics Everyone in Data Science Should Know

97 Things About Ethics Everyone in Data Science Should Know
  • Author : Bill Franks
  • Publisher : O'Reilly Media
  • Release Date : 2020-08-06
  • Total pages : 346
  • ISBN : 012812444X
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Summary : Most of the high-profile cases of real or perceived unethical activity in data science aren’t matters of bad intent. Rather, they occur because the ethics simply aren’t thought through well enough. Being ethical takes constant diligence, and in many situations identifying the right choice can be difficult. In ...

Data Science for Librarians

Data Science for Librarians
  • Author : Yunfei Du,Hammad Rauf Khan
  • Publisher : ABC-CLIO
  • Release Date : 2020-03-26
  • Total pages : 160
  • ISBN : 012812444X
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Summary : This unique textbook intersects traditional library science with data science principles that readers will find useful in implementing or improving data services within their libraries. Data Science for Librarians introduces data science to students and practitioners in library services. Writing for academic, public, and school library managers; library science students; ...

Data Science in the Public Interest Improving Government Performance in the Workforce

Data Science in the Public Interest  Improving Government Performance in the Workforce
  • Author : Joshua D. Hawley
  • Publisher : W.E. Upjohn Institute
  • Release Date : 2020-07-22
  • Total pages : 150
  • ISBN : 012812444X
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Summary : This book is about how new and underutilized types of big data sources can inform public policy decisions related to workforce development. Hawley describes how government is currently using data to inform decisions about the workforce at the state and local levels. He then moves beyond standardized performance metrics designed ...

Roundtable on Data Science Postsecondary Education

Roundtable on Data Science Postsecondary Education
  • Author : National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Division on Engineering and Physical Sciences,Board on Science Education,Computer Science and Telecommunications Board,Committee on Applied and Theoretical Statistics,Board on Mathematical Sciences and Analytics
  • Publisher : National Academies Press
  • Release Date : 2020-10-02
  • Total pages : 223
  • ISBN : 012812444X
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Summary : Established in December 2016, the National Academies of Sciences, Engineering, and Medicine's Roundtable on Data Science Postsecondary Education was charged with identifying the challenges of and highlighting best practices in postsecondary data science education. Convening quarterly for 3 years, representatives from academia, industry, and government gathered with other experts from across the ...

Data Science for Business and Decision Making

Data Science for Business and Decision Making
  • Author : Luiz Paulo Fávero,Patrícia Belfiore
  • Publisher : Academic Press
  • Release Date : 2019-03-08
  • Total pages : 1000
  • ISBN : 012812444X
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Summary : Data Science for Business and Decision Making covers both statistics and operations research while most competing textbooks focus on one or the other. As a result, the book more clearly defines the principles of business analytics for those who want to apply quantitative methods in their work. Its emphasis reflects ...

Unicorn Data Scientist the Rarest of Breeds

Unicorn Data Scientist  the Rarest of Breeds
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 212
  • ISBN : 012812444X
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Summary : Abstract : Purpose: Many organizations are seeking unicorn data scientists, that rarest of breeds that can do it all. They are said to be experts in many traditionally distinct disciplines, including mathematics, statistics, computer science, artificial intelligence, and more. The purpose of this paper is to describe authors' pursuit of these ...

Data Science Tools

Data Science Tools
  • Author : Christopher Greco
  • Publisher : Stylus Publishing, LLC
  • Release Date : 2020-05-30
  • Total pages : 206
  • ISBN : 012812444X
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Summary : In the world of data science there are myriad tools available to analyze data. This book describes some of the popular software application tools along with the processes for downloading and using them in the most optimum fashion. The content includes data analysis using Microsoft Excel, KNIME, R, and OpenOffice (...

Analytics Data Science and Artificial Intelligence

Analytics  Data Science  and Artificial Intelligence
  • Author : Ramesh Sharda,Dursun Delen,Efraim Turban
  • Publisher : Unknown
  • Release Date : 2020-03-06
  • Total pages : 832
  • ISBN : 012812444X
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Summary : For courses in decision support systems, computerized decision-making tools, and management support systems. Market-leading guide to modern analytics, for better business decisionsAnalytics, Data Science, & Artificial Intelligence: Systems for Decision Support is the most comprehensive introduction to technologies collectively called analytics (or business analytics) and the fundamental methods, techniques, and software ...

Learn Python by Building Data Science Applications

Learn Python by Building Data Science Applications
  • Author : Philipp Kats,David Katz
  • Publisher : Packt Publishing Ltd
  • Release Date : 2019-08-30
  • Total pages : 482
  • ISBN : 012812444X
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Summary : Understand the constructs of the Python programming language and use them to build data science projects Key Features Learn the basics of developing applications with Python and deploy your first data application Take your first steps in Python programming by understanding and using data structures, variables, and loops Delve into ...

Game Theory for Data Science

Game Theory for Data Science
  • Author : Boi Faltings,Goran Radanovic
  • Publisher : Morgan & Claypool Publishers
  • Release Date : 2017-09-19
  • Total pages : 151
  • ISBN : 012812444X
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Summary : Intelligent systems often depend on data provided by information agents, for example, sensor data or crowdsourced human computation. Providing accurate and relevant data requires costly effort that agents may not always be willing to provide. Thus, it becomes important not only to verify the correctness of data, but also to ...

Data Analytics in Biomedical Engineering and Healthcare

Data Analytics in Biomedical Engineering and Healthcare
  • Author : Kun Chang Lee,Sanjiban Sekhar Roy,Pijush Samui,Vijay Kumar
  • Publisher : Academic Press
  • Release Date : 2020-10-23
  • Total pages : 292
  • ISBN : 012812444X
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Summary : Data Analytics in Biomedical Engineering and Healthcare explores key applications using data analytics, machine learning, and deep learning in health sciences and biomedical data. The book is useful for those working with big data analytics in biomedical research, medical industries, and medical research scientists. The book covers health analytics, data ...

Exam Prep for Handbook of Big Data Analytics in Life

Exam Prep for  Handbook of Big Data Analytics in Life
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2021-04-16
  • Total pages : 212
  • ISBN : 012812444X
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Summary : Read online Exam Prep for Handbook of Big Data Analytics in Life written by , published by which was released on . Download full Exam Prep for Handbook of Big Data Analytics in Life Books now! Available in PDF, ePub and Kindle....

Business Intelligence

Business Intelligence
  • Author : Ramesh Sharda,Dursun Delen,Efraim Turban
  • Publisher : Pearson
  • Release Date : 2017-01-13
  • Total pages : 512
  • ISBN : 012812444X
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Summary : For courses on Business Intelligence or Decision Support Systems. A managerial approach to understanding business intelligence systems. To help future managers use and understand analytics, Business Intelligence provides students with a solid foundation of BI that is reinforced with hands-on practice....