Implementing analytics :: a blueprint for design, development, and adoption /
Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Burlington :
Elsevier Science,
[2013]
|
| Schriftenreihe: | Morgan Kaufmann Series on Business Intelligence.
|
| Schlagworte: | |
| Online-Zugang: | Volltext Volltext |
| Zusammenfassung: | Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi-million dollar technology and manpower. A technology agnostic methodology that breaks down complex tasks like model design and tuning and emphasizes business decisions rather than the technology behind analytics. Simplifies the understanding of analytics from a technical and functional perspective and shows a wide array of problems that can be tackled using existing technology Provides a detailed step by step approach to identify opportunities, extract requirements, design variables and build and test models. It further explains the business decision strategies to use analytics models and provides an overview for governance and tuning Helps formalize analytics projects from staffing, technology and implementation perspectives Emphasizes machine learning and data mining over statistics and shows how the role of a Data Scientist can be broken down and still deliver the value by building a robust development process |
| Beschreibung: | 1 online resource (xxi, 211 pages) |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9780124016811 0124016812 |
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| 505 | 0 | |a Defining analytics -- Information continuum -- Using analytics -- Performance variables and model development -- Automated decisions and business innovation -- Governance: monitoring and tuning of analytics -- Analytics adoption roadmap -- Requirements gathering for analytics projects -- Analytics implementation methodology -- Analytics organization and architecture -- Big data, Hadoop and cloud computing. | |
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| contents | Defining analytics -- Information continuum -- Using analytics -- Performance variables and model development -- Automated decisions and business innovation -- Governance: monitoring and tuning of analytics -- Analytics adoption roadmap -- Requirements gathering for analytics projects -- Analytics implementation methodology -- Analytics organization and architecture -- Big data, Hadoop and cloud computing. |
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| illustrated | Not Illustrated |
| indexdate | 2024-11-27T13:25:22Z |
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| isbn | 9780124016811 0124016812 |
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| spelling | Sheikh, Nauman Mansoor, author. https://id.oclc.org/worldcat/entity/E39PCjrRBdGRb7MjjW6MmvfwYd http://id.loc.gov/authorities/names/no2007070646 Implementing analytics : a blueprint for design, development, and adoption / Nauman Sheikh. Burlington : Elsevier Science, [2013] ©2013 1 online resource (xxi, 211 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier The Morgan Kaufmann Series on Business Intelligence Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi-million dollar technology and manpower. A technology agnostic methodology that breaks down complex tasks like model design and tuning and emphasizes business decisions rather than the technology behind analytics. Simplifies the understanding of analytics from a technical and functional perspective and shows a wide array of problems that can be tackled using existing technology Provides a detailed step by step approach to identify opportunities, extract requirements, design variables and build and test models. It further explains the business decision strategies to use analytics models and provides an overview for governance and tuning Helps formalize analytics projects from staffing, technology and implementation perspectives Emphasizes machine learning and data mining over statistics and shows how the role of a Data Scientist can be broken down and still deliver the value by building a robust development process Includes bibliographical references and index. Defining analytics -- Information continuum -- Using analytics -- Performance variables and model development -- Automated decisions and business innovation -- Governance: monitoring and tuning of analytics -- Analytics adoption roadmap -- Requirements gathering for analytics projects -- Analytics implementation methodology -- Analytics organization and architecture -- Big data, Hadoop and cloud computing. Print version record. System analysis. Analyse de systèmes. systems analysis. aat SCIENCE System Theory. bisacsh TECHNOLOGY & ENGINEERING Operations Research. bisacsh System analysis fast has work: Implementing analytics (Text) https://id.oclc.org/worldcat/entity/E39PCGf3MqdqcgcQhpYjhhK3cd https://id.oclc.org/worldcat/ontology/hasWork Print version: Sheikh, Nauman Mansoor. Implementing analytics. Amsterdam : Elsevier, [2013] 9780124016965 (DLC) 2013006254 (OCoLC)829645897 Morgan Kaufmann Series on Business Intelligence. FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=485240 Volltext FWS01 ZDB-4-EBA FWS_PDA_EBA https://www.sciencedirect.com/science/book/9780124016965 Volltext |
| spellingShingle | Sheikh, Nauman Mansoor Implementing analytics : a blueprint for design, development, and adoption / Morgan Kaufmann Series on Business Intelligence. Defining analytics -- Information continuum -- Using analytics -- Performance variables and model development -- Automated decisions and business innovation -- Governance: monitoring and tuning of analytics -- Analytics adoption roadmap -- Requirements gathering for analytics projects -- Analytics implementation methodology -- Analytics organization and architecture -- Big data, Hadoop and cloud computing. System analysis. Analyse de systèmes. systems analysis. aat SCIENCE System Theory. bisacsh TECHNOLOGY & ENGINEERING Operations Research. bisacsh System analysis fast |
| title | Implementing analytics : a blueprint for design, development, and adoption / |
| title_auth | Implementing analytics : a blueprint for design, development, and adoption / |
| title_exact_search | Implementing analytics : a blueprint for design, development, and adoption / |
| title_full | Implementing analytics : a blueprint for design, development, and adoption / Nauman Sheikh. |
| title_fullStr | Implementing analytics : a blueprint for design, development, and adoption / Nauman Sheikh. |
| title_full_unstemmed | Implementing analytics : a blueprint for design, development, and adoption / Nauman Sheikh. |
| title_short | Implementing analytics : |
| title_sort | implementing analytics a blueprint for design development and adoption |
| title_sub | a blueprint for design, development, and adoption / |
| topic | System analysis. Analyse de systèmes. systems analysis. aat SCIENCE System Theory. bisacsh TECHNOLOGY & ENGINEERING Operations Research. bisacsh System analysis fast |
| topic_facet | System analysis. Analyse de systèmes. systems analysis. SCIENCE System Theory. TECHNOLOGY & ENGINEERING Operations Research. System analysis |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=485240 https://www.sciencedirect.com/science/book/9780124016965 |
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