Details

JMP Connections


JMP Connections

The Art of Utilizing Connections In Your Data
Wiley and SAS Business Series 1. Aufl.

von: John Wubbel

32,99 €

Verlag: Wiley
Format: PDF
Veröffentl.: 10.10.2017
ISBN/EAN: 9781119453741
Sprache: englisch
Anzahl Seiten: 240

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Beschreibungen

<b>Achieve best-in-class metrics and get more from your data with JMP</b> <p><i>JMP Connections</i> is the small- and medium-sized business owner's guide to exceeding customer expectations by getting more out of your data using JMP. Uniquely bifunctional, this book is divided into two parts: the first half of the book shows you <i>what</i> JMP can do for you. You'll discover how to wring every last drop of insight out of your data, and let JMP parse reams of raw numbers into actionable insight that leads to better strategic decisions. You'll also discover <i>why</i> it works so well; clear explanations break down the Connectivity platform and metrics in business terms to demystify data analysis and JMP while giving you a macro view of the benefits that come from optimal implementation. The second half of the book is for your technical team, demonstrating <i>how</i> to implement specific solutions relating to data set development and data virtualization. In the end, your organization reduces Full Time Equivalents while increasing productivity and competitiveness. <p>JMP is a powerful tool for business, but many organizations aren't even scratching the surface of what their data can do for them. This book provides the information and technical guidance your business needs to achieve more. <ul> <li>Learn what a JMP Connectivity Platform can do for your business</li> <li>Understand Metrics-on-Demand, Real-Time Metrics, and their implementation</li> <li>Delve into technical implementation with information on configuration and management, version control, data visualization, and more</li> <li>Make better business decisions by getting more and better information from your data</li> </ul> <p>Business leadership relies on good information to make good business decisions—but what if you could increase the quality of the information you receive, while getting more of what you want to know and less of what you don't need to know? How would that affect strategy, operations, customer experience, and other critical areas? JMP can help with that, and <i>JMP Connections</i> provides real, actionable guidance on getting more out of JMP.
<p>Preface xv</p> <p><b>Chapter 1 Generalized Context for Decision Process Improvement 1</b></p> <p>1.1 Situational Assessment (Current State) 3</p> <p>1.2 Problem Statement 11</p> <p>1.3 Visualizing State Transition 15</p> <p>1.4 Metrics On-Demand 20</p> <p><b>Chapter 2 Real-Time Metrics Business Case 25</b></p> <p>2.1 Project Description and Objectives—A Case Study 27</p> <p>2.2 Solution Description 31</p> <p>2.3 Cost and Benefit Analysis 34</p> <p>2.4 Financial Assessment 37</p> <p>2.5 Implementation Timeline 42</p> <p>2.5.1 Contemplating Startup 42</p> <p>2.5.2 Skills Dependencies and Timeline Consideration 44</p> <p>2.5.3 Implementation Starting Point 46</p> <p>2.5.4 Implementation to Deployment 49</p> <p>2.6 Critical Assumptions and Risk Assessment 50</p> <p>2.6.1 Critical Assumptions 50</p> <p>2.6.2 Risk Assessment 51</p> <p>2.7 Recommendations: Transmigrate the Enterprise 58</p> <p><b>Chapter 3 Technical Details and Practical Implementation 63</b></p> <p>3.1 Hardware Foundations 69</p> <p>3.2 Solution Stack 70</p> <p>3.3 Integration of Hardware and Software Infrastructure 72</p> <p>3.4 Build Out 72</p> <p>3.5 The Construction of a Metric 79</p> <p>3.6 Metric Case Study 80</p> <p><b>Chapter 4 Harvesting Benefits and Extensibility 99</b></p> <p>4.1 Benefits Example 100</p> <p>4.2 Extensibility 101</p> <p>4.3 Configuration Management Version Control 102</p> <p><b>Chapter 5 So What About a Bad Economy? 107</b></p> <p>5.1 Overachievement—Data Virtualization 110</p> <p>5.2 JMP Connection as the Universal Server 114</p> <p>5.3 Well-Formed Data 117</p> <p>5.4 Linked Data 120</p> <p><b>Chapter 6 Decision Streams 133</b></p> <p><b>Chapter 7 Delivery and Presentations 139</b></p> <p>7.1 Push Versus Pull Delivery 140</p> <p>7.2 Presentation 143</p> <p>7.3 DIY, But Leave the Poor Bi Person Alone! 156</p> <p>7.4 Advanced Presentation Method 157</p> <p><b>Chapter 8 In Closing (As-Built) 163</b></p> <p>Glossary 169</p> <p>Appendix A Server-Side PHP Code 173</p> <p>Appendix B JMP JSL Time Constant Learning Curve Script 175</p> <p>Appendix C JMP GUI User Interface Code Example 181</p> <p>Appendix D Resource Description Framework File Example 185</p> <p>Appendix E Sample Hardware Requirements 191</p> <p>Appendix F Early Warning Deliverable 193</p> <p>Appendix G JMP PRO Connections: The Transversality of the Capability Maturity Model 203</p> <p>G.1 Tangential Concept 204</p> <p>G.2 Transversal Concept 205</p> <p>G.3 Univariate to Multivariate Process Control 206</p> <p>G.4 JMP Process Screening 208</p> <p>G.5 Transversal Maturity Space in Relation to JMP PRO Features 210</p> <p>G.6 Summary 212</p> <p>References 213</p> <p>Suggested Reading 217</p> <p>Index 219</p>
<p><b>JOHN WUBBEL</b> is a data science software engineer with a decade of experience using JMP<sup>®</sup> to manufacture products in the life science pharmaceutical industry. His most recent work includes using structured data in graph database systems for advanced analytics, as well as modeling and structuring data for artificial intelligence and machine learning.
<p><b>UNLOCK THE FULL CAPABILITIES OF JMP<sup>®</sup> PRO SOFTWARE</b> <p><i>JMP</i><sup>®</sup><i> Connections</i> is your turnkey solution for quickly producing the actionable business intelligence from your organization's raw data that results in high-performance decision making. <p>Interpreting data is the key to optimizing the everyday mechanics of business and unearthing the profitable opportunities unseen in the siloed areas of your company. This pioneering resource puts corporate leaders and data analysts on the same page with a transformative model for sophisticated analysis, including predictive modeling and cross-validation techniques. See your business operations with fresh eyes by: <ul> <li>Gaining proficiency in the most profitable business-oriented data discovery tool available from an industry leader in data analytics</li> <li>Easily making the leap from page to practice with ready-to-use formulas, up-to-date screenshots, and sample code</li> <li>Preparing yourself for what's ahead with practical guidance from a case model illustrating the seven-section framework behind the JMP<sup>®</sup> Connections platform</li> </ul> <p>The data of your business shows what needs to happen to run more efficiently, and <i>JMP</i><sup>®</sup><i> Connections</i> gives you everything you need to see it.

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