LEADER 04241nam 22006133 450 001 9910861981103321 005 20230124202105.0 010 $a0-309-68496-X 010 $a0-309-68494-3 035 $a(CKB)4940000000611372 035 $a(MiAaPQ)EBC6717700 035 $a(Au-PeEL)EBL6717700 035 $a(OCoLC)1267763371 035 $a(EXLCZ)994940000000611372 100 $a20211214d2021 uy 0 101 0 $aeng 135 $aurn|||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aEmpowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science 210 1$aWashington, D.C. :$cNational Academies Press,$d2021. 210 4$dİ2021. 215 $a1 online resource (xx, 134 pages) $cillustrations 311 $a0-309-68493-5 320 $aIncludes bibliographical references. 327 $aDefense acquisition process data, and workforce: the short version -- Data science and the data life cycle: the short version -- Data science in DoD acquisition -- Data life cycle mindset, skillset, and toolset: roles and teams -- Preparing and sustaining a data-capable defence acquisition workforce -- Finding, conclusions, and recommendations -- Appendix A. Meeting and workshop agendas -- Appendix B. Defence acquisition notes -- Appendix C. Data science case studies in defense acquisition -- Appendix D. Skills for data science mastery -- Appendix E. Glossary of terms, abbreviations, and acronyms -- Appendix F. Committee member biographies. 330 $a"The effective use of data science (the science and technology of extracting value from data) improves, enhances, and strengthens acquisition decision-making and outcomes. Using data science to support decision making is not new to the defense acquisition community; its use by the acquisition workforce has enabled acquisition and thus defense successes for decades. Still, more consistent and expanded application of data science will continue improving acquisition outcomes, and doing so requires coordinated efforts across the defense acquisition system and its related communities and stakeholders. Central to that effort is the development, growth, and sustainment of data science capabilities across the acquisition workforce. At the request of the Under Secretary of Defense for Acquisition and Sustainment, this book assesses how data science can improve acquisition processes and develops a framework for training and educating the defense acquisition workforce to better exploit the application of data science. This report identifies opportunities where data science can improve acquisition processes, the relevant data science skills and capabilities necessary for the acquisition workforce, and relevant models of data science training and education" --$cProvided by the publisher. 606 $aDefense contracts$zUnited States 606 $aPublic contracts$zUnited States 606 $aGovernment purchasing$zUnited States 606 $aData integration (Computer science) 615 0$aDefense contracts 615 0$aPublic contracts 615 0$aGovernment purchasing 615 $aData integration (Computer science) 700 $aNational Academies of Sciences$b Engineering, and Medicine$01596851 701 $aEducation$b Division of Behavioral and Social Sciences and$01731314 701 $aAffairs$b Policy and Global$01655080 701 $aSciences$b Division on Engineering and Physical$01651736 701 $aStatistics$b Committee on National$01741555 701 $aWorkforce$b Board on Higher Education and$01741556 701 $aBoard$b Computer Science and Telecommunications$01741557 701 $aBoard$b Air Force Studies$01741558 701 $aStatistics$b Committee on Applied and Theoretical$01741559 701 $aAnalytics$b Board on Mathematical Sciences and$01741560 712 02$aNational Academies of Sciences, Engineering, and Medicine (U.S.), 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910861981103321 996 $aEmpowering the Defense Acquisition Workforce to Improve Mission Outcomes Using Data Science$94167629 997 $aUNINA