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_a(OCoLC)1284917898 _z(OCoLC)1284918716 _z(OCoLC)1292553535 |
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_a9781119736080 _bO'Reilly Media |
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_aDLC _beng _erda _cDLC _dOCLCF _dOCLCO _dORMDA _dDG1 _dYDX _dTR-AnTOB |
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_aHF5548.2 _b.M2593 2022 |
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_aHF5548.2 _b.M2593 2022EBK |
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100 | 1 |
_aMaisel, Lawrence, _d1946- _0http://id.loc.gov/authorities/names/n2013036280 _eauthor |
|
245 | 1 | 0 |
_aAI-enabled analytics for business : _ba roadmap for becoming an analytics powerhouse / _cLawrence S. Maisel, Robert J. Zwerling, Jesper H. Sorensen |
264 | 1 |
_aHoboken, New Jersey : _bJohn Wiley & Sons, Inc., _c[2022] |
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300 |
_a1 online resource : _bcolor illustrations |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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504 | _aBIBINDX | ||
505 | 0 | _aPart 1: Fundamentals -- Chapter 1 -- A Primer on AI-Enabled Analytics for Business -- Chapter 2 -- Why AI-Enabled Analytics Is Essential for Business -- Chapter 3 -- Myths and Misconceptions about Analytics -- Chapter 4 -- Applications of AI-Enabled Analytics -- Part 2: Roadmap -- Chapter 5 -- Roadmap for How to Implement AI-Enabled Analytics in Business -- Chapter 6 -- Executive Responsibilities to Implement Analytics -- Chapter 7 -- Implementing Analytics -- Chapter 8 -- The Role of Analytics in Strategic Decisions -- Part 3: Use Cases -- Chapter 9 -- Cases of Analytics Failures from Deviation to the Roadmap -- Chapter 10 -- Use Case: Grabbing Defeat from the Jaws of Victory -- Chapter 11 -- Use Case: Incremental Improvements to Gain Insights -- Chapter 12 -- Use Case: Analytics Are for Everyone | |
520 |
_a"Predictive business analytics refers to the skills, technologies, tools, and processes for continuous analysis of past business performance to gain forward-looking insight and drive business decisions and actions. It focuses on developing new insights and understanding business performance based on extensive use of data, statistical and quantitative analysis, explanatory and predictive modeling, and fact-based management as input for human decisions--or it may drive fully automated decisions. We are entering the era of digital analytics where human and artificial intelligence (AI) work hand in hand to achieve better analytical results. Today, more than ever, businesses are expected to possess the talent, tools, processes, and capabilities to enable their organizations to implement and utilize continuous analysis of past business performance and events to gain forward-looking insight to drive business decisions and actions. More and more organizations are seeking better processes and tools to ensure that the right people have the right information at the right time, to make smarter decisions. This process, in essence, reflects an organizational capability to improve managerial decision making across many core performance and financial areas. For years, organizations have sought to develop and deploy an effective process to capture and filter forward-looking measures that enable it to understand significant patterns, relationships, and trends in order to facilitate better and more insightful decisions about the future. This book is intended to promote clarity and ensure that the application of AI-Enabled Predictive Business Analytics is relevant to all business functions"-- _cProvided by publisher |
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650 | 0 |
_aBusiness _xData processing _0http://id.loc.gov/authorities/subjects/sh85018264 _92205 |
|
650 | 0 |
_aArtificial intelligence _0http://id.loc.gov/authorities/subjects/sh85008180 _xIndustrial applications. _0http://id.loc.gov/authorities/subjects/sh00006117 _91543 |
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650 | 0 |
_aArtificial intelligence _xMarketing applications. _0http://id.loc.gov/authorities/subjects/sh2020008033 |
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655 | 0 |
_aElectronic books _92032 |
|
700 | 1 |
_aZwerling, Robert James, _0http://id.loc.gov/authorities/names/no2021128282 _eauthor |
|
700 | 1 |
_aSorensen, Jesper Hybholt, _0http://id.loc.gov/authorities/names/no2021128288 _eauthor |
|
710 | 2 |
_aJohn Wiley & Sons, _0http://id.loc.gov/authorities/names/n80083764 _epublisher |
|
856 | 4 | 0 |
_3Wiley Online Library _zConnect to resource _uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781119736110 |
942 |
_2lcc _cEBK |