Description
Wiley India Jmp Connections: The Art Of Utilizing Connections In Your Data by John Wubbel
John Wubbel is a Data Science Software Engineer who has been using SAS JMP for the last ten years in the life science pharmaceutical industry in the manufacture of vaccines. Recently, John has been modeling and structuring data for Artificial Intelligence methods and Machine Learning algorithms with an emphasis on the idea that data mining a smart graph database will provide more precise and cleaner data sets as inputs for analysis in JMP. Currently, John applies his skills working with structured data in Graph Database Systems for advanced analytics.
TABLE OF CONTENTS
Preface
Chapter 1 Generalized Context for Decision Process Improvement
1.1 Situational Assessment (Current State)
1.2 Problem Statement
1.3 Visualizing State Transition
1.4 Metrics On-Demand
Chapter 2 Real-Time Metrics Business Case
2.1 Project Description and Objectives--A Case Study
2.2 Solution Description
2.3 Cost and Benefit Analysis
2.4 Financial Assessment
2.5 Implementation Timeline
2.6 Critical Assumptions and Risk Assessment
2.7 Recommendations: Transmigrate the Enterprise
Chapter 3 Technical Details and Practical Implementation
3.1 Hardware Foundations
3.2 Solution Stack
3.3 Integration of Hardware and Software Infrastructure
3.4 Build Out
3.5 The Construction of a Metric
3.6 Metric Case Study
Chapter 4 Harvesting Benefits and Extensibility
4.1 Benefits Example
4.2 Extensibility
4.3 Configuration Management Version Control
Chapter 5 So What About a Bad Economy?
5.1 Overachievement--Data Virtualization
5.2 JMP Connection as the Universal Server
5.3 Well-Formed Data
5.4 Linked Data
Chapter 6 Decision Streams
Chapter 7 Delivery and Presentations
7.1 Push Versus Pull Delivery
7.2 Presentation
7.3 DIY, But Leave the Poor Bi Person Alone!
7.4 Advanced Presentation Method
Chapter 8 In Closing (As-Built)
Glossary
Appendix A Server-Side PHP Code
Appendix B JMP JSL Time Constant Learning Curve Script
Appendix C JMP GUI User Interface Code Example
Appendix D Resource Description Framework File Example
Appendix E Sample Hardware Requirements
Appendix F Early Warning Deliverable
Appendix G JMP PRO Connections: The Transversality of the Capability Maturity Model
G.1 Tangential Concept
G.2 Transversal Concept
G.3 Univariate to Multivariate Process Control
G.4 JMP Process Screening
G.5 Transversal Maturity Space in Relation to JMP PRO Features
G.6 Summary
References
Suggested Reading
Index