JMP ConnectionsThe Art of Utilizing Connections In Your Data
Wiley and SAS Business Series 1. Aufl.
Achieve best-in-class metrics and get more from your data with JMP JMP Connections 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 what 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 why 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 how 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. 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. Learn what a JMP Connectivity Platform can do for your business Understand Metrics-on-Demand, Real-Time Metrics, and their implementation Delve into technical implementation with information on configuration and management, version control, data visualization, and more Make better business decisions by getting more and better information from your data 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 JMP Connections provides real, actionable guidance on getting more out of JMP.
Preface xv Chapter 1 Generalized Context for Decision Process Improvement 1 1.1 Situational Assessment (Current State) 3 1.2 Problem Statement 11 1.3 Visualizing State Transition 15 1.4 Metrics On-Demand 20 Chapter 2 Real-Time Metrics Business Case 25 2.1 Project Description and Objectives—A Case Study 27 2.2 Solution Description 31 2.3 Cost and Benefit Analysis 34 2.4 Financial Assessment 37 2.5 Implementation Timeline 42 2.5.1 Contemplating Startup 42 2.5.2 Skills Dependencies and Timeline Consideration 44 2.5.3 Implementation Starting Point 46 2.5.4 Implementation to Deployment 49 2.6 Critical Assumptions and Risk Assessment 50 2.6.1 Critical Assumptions 50 2.6.2 Risk Assessment 51 2.7 Recommendations: Transmigrate the Enterprise 58 Chapter 3 Technical Details and Practical Implementation 63 3.1 Hardware Foundations 69 3.2 Solution Stack 70 3.3 Integration of Hardware and Software Infrastructure 72 3.4 Build Out 72 3.5 The Construction of a Metric 79 3.6 Metric Case Study 80 Chapter 4 Harvesting Benefits and Extensibility 99 4.1 Benefits Example 100 4.2 Extensibility 101 4.3 Configuration Management Version Control 102 Chapter 5 So What About a Bad Economy? 107 5.1 Overachievement—Data Virtualization 110 5.2 JMP Connection as the Universal Server 114 5.3 Well-Formed Data 117 5.4 Linked Data 120 Chapter 6 Decision Streams 133 Chapter 7 Delivery and Presentations 139 7.1 Push Versus Pull Delivery 140 7.2 Presentation 143 7.3 DIY, But Leave the Poor Bi Person Alone! 156 7.4 Advanced Presentation Method 157 Chapter 8 In Closing (As-Built) 163 Glossary 169 Appendix A Server-Side PHP Code 173 Appendix B JMP JSL Time Constant Learning Curve Script 175 Appendix C JMP GUI User Interface Code Example 181 Appendix D Resource Description Framework File Example 185 Appendix E Sample Hardware Requirements 191 Appendix F Early Warning Deliverable 193 Appendix G JMP PRO Connections: The Transversality of the Capability Maturity Model 203 G.1 Tangential Concept 204 G.2 Transversal Concept 205 G.3 Univariate to Multivariate Process Control 206 G.4 JMP Process Screening 208 G.5 Transversal Maturity Space in Relation to JMP PRO Features 210 G.6 Summary 212 References 213 Suggested Reading 217 Index 219
JOHN WUBBEL is a data science software engineer with a decade of experience using JMP® 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.
For companies in data-intensive industries, the tipping point between success and failure lies at the organization's ability to get the right information to the right people at the right time in order to empower them to make the most-informed decisions. JMP® Connections is the authoritative road map both corporate leaders and data specialists can use to build a real- time metric production system with JMP® Pro software. Moving forward in business means making tough decisions fast with disparate data sets, and by optimizing the most sophisticated data analysis platform on the market, you can improve how your metrics are produced and, as a direct result, enhance decisions made from it. For the first time, the way JMP® handles data analysis is demystified for the leadership team so they can effectively work with technical experts to create innovative metrics for data-driven decision making. This single resource enables you to: Build a JMP® connectivity solution from scratch with step-by-step guidance on the software stack, hardware, and integration infrastructure Easily translate covered material into real-world applications with enlightening case studies demonstrating best practices Keep a comprehensive resource of dependable information at your fingertips to exceed your customers' expectations with best-in-class metrics The first part of this hands-on guidebook speaks to non-technical leaders in jargon-free, easy-to-understand language to detail how this proven approach increases productivity and competitiveness. Highly illustrative coverage shows you the ins and outs of the complete JMP® connectivity platform, including metrics- on-demand, real-time metrics, and practical implementation. The second part dives into the practical details of building the system with your current team. Here, data specialists can master advanced techniques for configuration management and version control of JMP® scripts, well-formed data, and data visualization. See how JMP® Connections can improve your business decisions with always-ready, always-relevant data.
UNLOCK THE FULL CAPABILITIES OF JMP® PRO SOFTWARE JMP® Connections is your turnkey solution for quickly producing the actionable business intelligence from your organization's raw data that results in high-performance decision making. 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: Gaining proficiency in the most profitable business-oriented data discovery tool available from an industry leader in data analytics Easily making the leap from page to practice with ready-to-use formulas, up-to-date screenshots, and sample code Preparing yourself for what's ahead with practical guidance from a case model illustrating the seven-section framework behind the JMP® Connections platform The data of your business shows what needs to happen to run more efficiently, and JMP® Connections gives you everything you need to see it.
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