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Author: Feras A. Batarseh
Publisher: Academic Press
ISBN: 012812444X
Category : Computers
Languages : en
Pages : 258
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Book Description
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
Author: Feras A. Batarseh
Publisher: Academic Press
ISBN: 012812444X
Category : Computers
Languages : en
Pages : 258
Get Book Here
Book Description
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
Author:
Publisher:
ISBN:
Category : Engineers in government
Languages : en
Pages : 192
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Book Description
Author: National Research Council
Publisher: National Academies Press
ISBN: 0309062780
Category : Computers
Languages : en
Pages : 300
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Book Description
The past 50 years have witnessed a revolution in computing and related communications technologies. The contributions of industry and university researchers to this revolution are manifest; less widely recognized is the major role the federal government played in launching the computing revolution and sustaining its momentum. Funding a Revolution examines the history of computing since World War II to elucidate the federal government's role in funding computing research, supporting the education of computer scientists and engineers, and equipping university research labs. It reviews the economic rationale for government support of research, characterizes federal support for computing research, and summarizes key historical advances in which government-sponsored research played an important role. Funding a Revolution contains a series of case studies in relational databases, the Internet, theoretical computer science, artificial intelligence, and virtual reality that demonstrate the complex interactions among government, universities, and industry that have driven the field. It offers a series of lessons that identify factors contributing to the success of the nation's computing enterprise and the government's role within it.
Author:
Publisher:
ISBN:
Category : Engineers
Languages : en
Pages : 190
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Book Description
Author: National Academy of Engineering
Publisher: National Academies Press
ISBN: 0309063639
Category : Education
Languages : en
Pages : 97
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Book Description
This guide offers helpful advice on how teachers, administrators, and career advisers in science and engineering can become better mentors to their students. It starts with the premise that a successful mentor guides students in a variety of ways: by helping them get the most from their educational experience, by introducing them to and making them comfortable with a specific disciplinary culture, and by offering assistance with the search for suitable employment. Other topics covered in the guide include career planning, time management, writing development, and responsible scientific conduct. Also included is a valuable list of bibliographical and Internet resources on mentoring and related topics.
Author: National Research Council
Publisher: National Academies Press
ISBN: 0309048494
Category : Business & Economics
Languages : en
Pages : 135
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Book Description
This book assesses the capacity of the federal government to recruit and retain highly qualified scientists and engineers for federal service. It recommends more vigorous use of the existing Federal Employees Pay Comparability Act of 1990 (FEPCA), as well as changes in legislation. It discusses the variety of management structures needed to support the different missions of federal agencies and identifies where organizational responsibility for implementing changes should lie.
Author: Policy and Global Affairs
Publisher: National Academies Press
ISBN: 0309043301
Category : Business & Economics
Languages : en
Pages : 188
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Book Description
Author:
Publisher:
ISBN:
Category : Engineers in government
Languages : en
Pages : 56
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Book Description
Author: United States. Office of Personnel Management
Publisher:
ISBN:
Category : Civil service
Languages : en
Pages : 98
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Book Description
Author: Institute of Medicine
Publisher: National Academies Press
ISBN: 0309167876
Category : Education
Languages : en
Pages : 240
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Book Description
Each of 32 nonprofit organizations contributing a presentation to the Pan-Organizational Summit on the Science and Engineering Workforce (November 11-12, 2002; The National Academies, Washington, DC) was invited to issue a corresponding position paper to be reproduced in this volume. The bulk of this report comprises these papers. In addition, Shirley Jackson and Joseph Toole, two of the keynote speakers, have included their remarks.
