LEADER 04112nam 2200565 450 001 9910815447903321 005 20210604082632.0 010 $a1-119-42510-7 010 $a1-119-42509-3 010 $a1-119-42508-5 035 $a(CKB)4100000001115703 035 $a(Au-PeEL)EBL5317892 035 $a(CaPaEBR)ebr11523885 035 $a(OCoLC)1027732481 035 $a(CaSebORM)9781119425069 035 $a(MiAaPQ)EBC5317892 035 $a(EXLCZ)994100000001115703 100 $a20180327h20182018 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $2rdacontent 182 $2rdamedia 183 $2rdacarrier 200 14$aThe analytics lifecycle toolkit $ea practical guide for an effective analytics capability /$fby Gregory S. Nelson 205 $a1st edition 210 1$aHoboken, New Jersey :$cWiley,$d2018. 210 4$dİ2018 215 $a1 online resource (467 pages) 225 1 $aWiley & SAS Business Series 300 $aIncludes index. 311 $a1-119-42506-9 320 $aIncludes bibliographical references. 327 $aAnalytics overview -- The people of analytics -- Organizational context for analytics -- Data strategy, platforms, and architecture -- The analytics lifecycle toolkit -- Problem framing -- Data sensemaking -- Analytic model development -- Results activation -- Analytics product management -- Actioning analytics -- Core competencies for analytic teams -- The future of analytics. 330 $aAn evidence-based organizational framework for exceptional analytics team results The Analytics Lifecycle Toolkit provides managers with a practical manual for integrating data management and analytic technologies into their organization. Author Gregory Nelson has encountered hundreds of unique perspectives on analytics optimization from across industries; over the years, successful strategies have proven to share certain practices, skillsets, expertise, and structural traits. In this book, he details the concepts, people and processes that contribute to exemplary results, and shares an organizational framework for analytics team functions and roles. By merging analytic culture with data and technology strategies, this framework creates understanding for analytics leaders and a toolbox for practitioners. Focused on team effectiveness and the design thinking surrounding product creation, the framework is illustrated by real-world case studies to show how effective analytics team leadership works on the ground. Tools and templates include best practices for process improvement, workforce enablement, and leadership support, while guidance includes both conceptual discussion of the analytics life cycle and detailed process descriptions. Readers will be equipped to: Master fundamental concepts and practices of the analytics life cycle Understand the knowledge domains and best practices for each stage Delve into the details of analytical team processes and process optimization Utilize a robust toolkit designed to support analytic team effectiveness The analytics life cycle includes a diverse set of considerations involving the people, processes, culture, data, and technology, and managers needing stellar analytics performance must understand their unique role in the process of winnowing the big picture down to meaningful action. The Analytics Lifecycle Toolkit provides expert perspective and much-needed insight to managers, while providing practitioners with a new set of tools for optimizing results. 410 0$aWiley and SAS business series. 606 $aManagement$xStatistical methods 606 $aManagement$xData processing 606 $aDecision making$xData processing 615 0$aManagement$xStatistical methods. 615 0$aManagement$xData processing. 615 0$aDecision making$xData processing. 676 $a658.4/033 700 $aNelson$b Gregory S.$f1964-$01608821 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910815447903321 996 $aThe analytics lifecycle toolkit$93935766 997 $aUNINA