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SAP TechEd Take Away
Barcelona 2016
Agenda
17:30 - 18:00 Spijs en drank
18:00 - 18:20 SAP BW, BW 4/HANA, Mixed Architecture,... - Joury Jonkergouw
18:20 - 18:40 CDS architectuur + demo - Arthur Cohen Stuart
18:40 - 19:00 SAP Solution Manager 7.2 , Migration to SAP HANA - Joost Prinssen
19:00 - 19:20 Pauze
19:20 - 19:40 Hana Cloud Platform (HCP), IOT - Steven Spronk
19:40 - 19:55 BO Cloud - Sven van Leuken
19:55 - 20:20 Predictive, Predictive, Predictive - Roel van Bommel
20:20 - 20:30 AOB en afsluiting
SAP TechEd Take Away
Barcelona 2016
18:00 - 18:20 SAP BW, BW 4/HANA, Mixed Architecture
Agenda
§ SAP BW and a bit of HANA
§ SAP PowerDesigner
§ SAP HANA VORA
§ Embedded Analytics
DMM221
Thursday, December 22, 2016© McCoy & Partners B.V. | 6 |
Simplify the BI landscape DMM221
SAP BW: 7.5 SP4 Highlights DMM104
SAP BW: Roadmap DMM300
BW/4HANA DMM221
Thursday, December 22, 2016© McCoy & Partners B.V. | 11 |
Good bye	
RSA1?!!
Agenda
§ SAP BW and a bit of HANA
§ SAP PowerDesigner
§ SAP HANA VORA
§ Embedded Analytics
Evolution of SAP HANA View Modeling
Approaches DMM203
The new Graphical Calculation View Editor DMM203
Thursday, December 22, 2016| 15 |
MR.	BW MR.	HANA
Mixed	architecture
SAP Data Warehousing: approaches DMM302
Thursday, December 22, 2016© McCoy & Partners B.V. | 17 |
MR.	BW MR.	HANA
SAP Data Warehousing: Overview,
Components, and Future Strategy DMM104
AP
Power	
Designer
SAP PowerDesigner:
Modeling the End-to-End Data Warehouse DMM111
SAP PowerDesigner: Design logical data
model DMM111
Agenda
§ SAP BW and a bit of HANA
§ SAP HANA
§ SAP PowerDesigner
§ SAP HANA VORA
§ Embedded Analytics
SAP HANA Vora: Overview, Architecture,
Use Cases, and Road Map DMM200
SAP HANA Vora: Overview, Architecture,
Use Cases, and Road Map DMM200
Agenda
§ SAP BW and a bit of HANA
§ SAP HANA
§ SAP PowerDesigner
§ SAP HANA VORA
§ Embedded Analytics
DMM221Embedded Analytics in SAP S/4HANA
Embedded Analytics: architecture DMM221
Embedded Analytics:
Offerings per Type of User DMM221
SAP TechEd Take Away
Barcelona 2016
18:20 - 18:40 CDS architectuur + demo
CDS views
Thursday, December 22, 2016© McCoy & Partners B.V. | 31 |
DEV212
Supported functions
Thursday, December 22, 2016© McCoy & Partners B.V. | 32 |
DEV212
DEV268
CDS Architecture DEV268
DEV268
CDS development DEV212
CDS development DEV212
CDS development DEV212
SAP TechEd Take Away
Barcelona 2016
18:40 - 19:00 SAP Solution Manager 7.2 , Migration to SAP HANA
TechEd 2016 Take Away
• SAP Solution Manager 7.2 (Released August 15, 2016)
• Migration to SAP HANA
SAP Solution Manager 7.2 ITM100
Business process driven
Thursday, December 22, 2016© McCoy & Partners B.V. | 42 |
Thursday, December 22, 2016© McCoy & Partners B.V. | 43 |
SAP Solution Manager 7.2 ITM100
Key Take Aways ITM100
UI
Thursday, December 22, 2016© McCoy & Partners B.V. | 46 |
Release strategy
Thursday, December 22, 2016© McCoy & Partners B.V. | 47 |
Thursday, December 22, 2016© McCoy & Partners B.V. | 48 |
Thursday, December 22, 2016© McCoy & Partners B.V. | 49 |
Thursday, December 22, 2016© McCoy & Partners B.V. | 50 |
Migration to SAP HANA
Thursday, December 22, 2016© McCoy & Partners B.V. | 51 |
ITM200
Migration to SAP HANA
Thursday, December 22, 2016© McCoy & Partners B.V. | 52 |
ITM200
Migration Overview
Thursday, December 22, 2016© McCoy & Partners B.V. | 53 |
Tools for HANA operations
Thursday, December 22, 2016© McCoy & Partners B.V. | 54 |
DMM300
Example: E2E Root Cause Analysis
Thursday, December 22, 2016© McCoy & Partners B.V. | 55 |
ITM105
SAP TechEd Take Away
Barcelona 2016
19:20 - 19:40 Hana Cloud Platform (HCP), IOT
Agenda
• HANA Cloud Platform
• Development 2.0
• Internet of Things
HANA Cloud Platform (HCP) – What it is DEV101
HANA Cloud Platform (HCP) – What it is DEV101
Industry 4.0
IoT
HCP– What you can do with it DEV101
HCP - Roadmap DEV101
Build DEV101
Apple and SAP – develop native apps MOB101
Development platform for Netweaver: Eclipse DEV100
Development platform for HANA DEV100
SAP WEBide for HANA platform DEV107
HANA 2.0 DEV107
Industry 4.0 DEV163
Internet of Things DEV201
IoT Developer Experience TEC202
SAP TechEd Take Away
Barcelona 2016
19:40 - 19:55 BO Cloud
Thursday, December 22, 2016© McCoy & Partners B.V. | 72 |
GoogleSAP Business Objects Cloud
Thursday, December 22, 2016© McCoy & Partners B.V. | 73 |
SAP Business Objects Cloud
Thursday, December 22, 2016© McCoy & Partners B.V. | 74 |
SAP Business Objects Cloud ANP205
Thursday, December 22, 2016© McCoy & Partners B.V. | 75 |
SAP Business Objects Cloud ANP205
Thursday, December 22, 2016© McCoy & Partners B.V. | 76 |
SAP Business Objects Cloud ANP205
Thursday, December 22, 2016© McCoy & Partners B.V. | 77 |
SAP Business Objects Cloud ANP205
Thursday, December 22, 2016© McCoy & Partners B.V. | 78 |
SAP Business Objects Cloud ANP205
Thursday, December 22, 2016© McCoy & Partners B.V. | 79 |
SAP Business Objects Cloud ANP205
Thursday, December 22, 2016© McCoy & Partners B.V. | 80 |
SAP Business Objects Cloud ANP205
Thursday, December 22, 2016© McCoy & Partners B.V. | 81 |
SAP Business Objects Cloud ANP205
Thursday, December 22, 2016© McCoy & Partners B.V. | 82 |
SAP Business Objects Cloud ANP205
SAP TechEd Take Away
Barcelona 2016
19:55 - 20:20 Predictive, Predictive, Predictive
§ Where is Predictive
§ What is Predictive Analytics
§ Where is Predictive Analytics within SAP
- SAP BO Cloud
- SAP HCP predictive services
- SAP BO LUMIRA
- SAP BO Predictive Analytics
- SAP BO Predictive Analytics integrator
- SAP HANA (& R)
§ Conclusions
Thursday, December 22, 2016© McCoy & Partners B.V. | 84 |
Agenda
§ Where is Predictive?
§ What is Predictive Analytics
§ Where is Predictive Analytics within SAP
- SAP BO Cloud
- SAP HCP predictive services
- SAP BO LUMIRA
- SAP BO Predictive Analytics
- SAP BO Predictive Analytics integrator
- SAP HANA (& R)
§ Conclusions
Thursday, December 22, 2016© McCoy & Partners B.V. | 85 |
Agenda
Thursday, December 22, 2016© McCoy & Partners B.V. | 86 |
Introduction – Where is Predictive? ANP101
§ Where is Predictive
§ What is Predictive Analytics
§ Where is Predictive Analytics within SAP
- SAP BO Cloud
- SAP HCP predictive services
- SAP BO LUMIRA
- SAP BO Predictive Analytics
- SAP BO Predictive Analytics integrator
- SAP HANA (& R)
§ Conclusions
Thursday, December 22, 2016© McCoy & Partners B.V. | 87 |
Agenda
Thursday, December 22, 2016© McCoy & Partners B.V. | 88 |
What is Predictive Analytics
The nice part of statistics is that
it’s the same formula in every tool!
And there are many tools:
Gartner defines Predictive analytics as;
"the analysis of all kinds of data using sophisticated quantitative
methods (for example, statistics, descriptive and predictive data
mining, simulation and optimization) to produce insights that
traditional approaches to business intelligence (BI) — such as query
and reporting — are unlikely to discover.“
WIKI
§ Putting Data-Mining And Predictive Analytics To Work
Thursday, December 22, 2016© McCoy & Partners B.V. | 89 |
The Methodology Definition Predictive Analysis
Thursday, December 22, 2016© McCoy & Partners B.V. | 90 |
The Methodology for SAP ANP101
§ Where is Predictive
§ What is Predictive Analytics
§ Where is Predictive Analytics within SAP
- SAP BO Cloud
- SAP HCP predictive services
- SAP BO LUMIRA
- SAP BO Predictive Analytics
- SAP BO Predictive Analytics integrator
- SAP HANA (& R)
§ Conclusions
Thursday, December 22, 2016© McCoy & Partners B.V. | 91 |
Agenda
Thursday, December 22, 2016© McCoy & Partners B.V. | 92 |
SAP BI Predictive Architecture ANP108
§ Where is Predictive
§ What is Predictive Analytics
§ Where is Predictive Analytics within SAP
- SAP BO Cloud
- SAP HCP predictive services
- SAP BO LUMIRA
- SAP BO Predictive Analytics
- SAP BO Predictive Analytics integrator
- SAP HANA (& R)
§ Conclusions
Thursday, December 22, 2016© McCoy & Partners B.V. | 93 |
Agenda
§ SAP BO Cloud combines all the possibilities for analytics,
including Planning, Predictive Analytics and Business
Intelligence (BI) in one place in the Cloud
Thursday, December 22, 2016© McCoy & Partners B.V. | 94 |
SAP Business Objects Cloud ANP205
Thursday, December 22, 2016© McCoy & Partners B.V. | 95 |
SAP BO Cloud & Predictive ANP205
Thursday, December 22, 2016© McCoy & Partners B.V. | 96 |
SAP BO Cloud & Predictive
Guided Machine Discoveries – powered by predictive, made for business
users
ANP205
Thursday, December 22, 2016© McCoy & Partners B.V. | 97 |
SAP BO Cloud roadmap ANP805
§ Where is Predictive
§ What is Predictive Analytics
§ Where is Predictive Analytics within SAP
- SAP BO Cloud
- SAP HCP predictive services
- SAP BO LUMIRA
- SAP BO Predictive Analytics
- SAP BO Predictive Analytics integrator
- SAP HANA (& R)
§ Conclusions
Thursday, December 22, 2016© McCoy & Partners B.V. | 98 |
Agenda
§ The Predictive Services are a set of web services used to
perform predictive analysis on data resources stored in the
SAP HANA database of your cloud environment. These
services provide a series of REST APIs that allow you to
expose the predictive analytics functionalities in your
application.
§ Find the Documentation here
Thursday, December 22, 2016© McCoy & Partners B.V. | 99 |
SAP HCP Predictive Services ANP600
§ Where is Predictive
§ What is Predictive Analytics
§ Where is Predictive Analytics within SAP
- SAP BO Cloud
- SAP HCP predictive services
- SAP BO LUMIRA
- SAP BO Predictive Analytics
- SAP BO Predictive Analytics integrator
- SAP HANA (& R)
§ Conclusions
Thursday, December 22, 2016© McCoy & Partners B.V. | 100 |
Agenda
§ SAP BusinessObjects Lumira Studio (formerly Design Studio)
provides technical BI developers the opportunity to
develop analytical applications. These apps are offered
to the end users. It is the only application of SAP which
makes use of a direct coupling on native SAP HANA.
§ Complex intelligence can be build in the app.
Thursday, December 22, 2016© McCoy & Partners B.V. | 101 |
SAP BO Lumira ANP100
Thursday, December 22, 2016© McCoy & Partners B.V. | 102 |
SAP BO Lumira & Predictive
§ Some extentions
§ Predictive relevant for FREE:
• Forecast with Confidence interval
• Holt-Winters Exponential Smoothing
§ REMARK: Some are PAID
Thursday, December 22, 2016© McCoy & Partners B.V. | 103 |
SAP BO Lumira & Predictive Ext. ANP201
Thursday, December 22, 2016© McCoy & Partners B.V. | 104 |
Lumira Roadmap V1.30 / 1.31
Thursday, December 22, 2016© McCoy & Partners B.V. | 105 |
ANP100
§ Where is Predictive
§ What is Predictive Analytics
§ Where is Predictive Analytics within SAP
- SAP BO Cloud
- SAP HCP predictive services
- SAP BO LUMIRA
- SAP BO Predictive Analytics
- SAP BO Predictive Analytics integrator
- SAP HANA (& R)
§ Conclusions
Thursday, December 22, 2016© McCoy & Partners B.V. | 106 |
Agenda
§ SAP BusinessObjects Predictive Analytics is an advanced
analytics suite that enables organizations to build
predictive models quickly, manage them efficiently and
deploy them at scale to business applications and
business processes where they can be consumed by
users to improve business outcomes and generate ROI
§ With Automated Analytics you can build robust
Predictive Models quickly with Predictive Modeler
§ Use Expert Analytics to build complex Predictive Flows
§ Possibility for stand-alone installation or integration with
SAP HANA
Thursday, December 22, 2016© McCoy & Partners B.V. | 107 |
SAP BO Predictive Analytics ANP101
Thursday, December 22, 2016© McCoy & Partners B.V. | 108 |
Automated & Expert Analytics ANP105
Automated Analytics
§ Automated Predictive Modelling with:
• Classification, predict a binary answer
• Regression, Automatic identification of key
contributing variables on very wide datasets (64k+)
• Clustering, find groups in datasets
• Time Analysis, predict future values based on past
• Association Rules, Market Basket Analysis
§ In Database Execution
• APL on SAP HANA
• Native Spark Modelling on Hadoop
Thursday, December 22, 2016© McCoy & Partners B.V. | 109 |
Predictive Automated Analytics ANP105
Expert Analytics
§ Easy to Use - Drag-and-
drop data selection,
preparation and
predictive modelling
§ Use the predictive
models in SAP HANA
such as UDF, PAL & APL
§ Leverage 8000+ existing
R functions and libraries
§ Embed the models in
external applications
Thursday, December 22, 2016© McCoy & Partners B.V. | 110 |
Predictive Expert Analytics ANP104
ANP360
Thursday, December 22, 2016© McCoy & Partners B.V. | 111 |
Example Expert Analytics ANP260
ANP360
Thursday, December 22, 2016© McCoy & Partners B.V. | 112 |
Predictive Factory: 1 to Mass ANP104
ANP160
Thursday, December 22, 2016© McCoy & Partners B.V. | 113 |
Predictive IP ANP104
Thursday, December 22, 2016© McCoy & Partners B.V. | 114 |
Predictive Analytics Roadmap
§ Where is Predictive
§ What is Predictive Analytics
§ Where is Predictive Analytics within SAP
- SAP BO Cloud
- SAP HCP predictive services
- SAP BO LUMIRA
- SAP BO Predictive Analytics
- SAP BO Predictive Analytics integrator
- SAP HANA (& R)
§ Conclusions
Thursday, December 22, 2016© McCoy & Partners B.V. | 115 |
Agenda ANP100
Thursday, December 22, 2016© McCoy & Partners B.V. | 116 |
Predictive for the Mass: Integration ANP104
§ Where is Predictive
§ What is Predictive Analytics
§ Where is Predictive Analytics within SAP
- SAP BO Cloud
- SAP HCP predictive services
- SAP BO LUMIRA
- SAP BO Predictive Analytics
- SAP BO Predictive Analytics integrator
- SAP HANA (& R)
§ Conclusions
Thursday, December 22, 2016© McCoy & Partners B.V. | 117 |
Agenda ANP100
Thursday, December 22, 2016© McCoy & Partners B.V. | 118 |
SAP HANA (& R) DMM271
Thursday, December 22, 2016© McCoy & Partners B.V. | 119 |
PAL
PAL
DMM271
Thursday, December 22, 2016© McCoy & Partners B.V. | 120 |
APL
Automated PL
DMM271
Thursday, December 22, 2016© McCoy & Partners B.V. | 121 |
SAP enhanced with R script
Within each procedure or function, R script can be
mixed with SQL, by simply defining the language:
DMM271
§ SAP HANA Flowgraphs
Thursday, December 22, 2016© McCoy & Partners B.V. | 122 |
Flowgraphs DMM271
§ Where is Predictive
§ What is Predictive Analytics
§ Where is Predictive Analytics within SAP
- SAP BO Cloud
- SAP HCP predictive services
- SAP BO LUMIRA
- SAP BO Predictive Analytics
- SAP BO Predictive Analytics integrator
- SAP HANA (& R)
§ Conclusions
Thursday, December 22, 2016© McCoy & Partners B.V. | 123 |
Agenda
Thursday, December 22, 2016© McCoy & Partners B.V. | 124 |
Conclusion visualized ANP260
Thursday, December 22, 2016© McCoy & Partners B.V. | 125 |
Conclusions
§ Predictive is not a technical implementation:
• Minimum is Available in Front-End tools; more will come
• When you want to do “real” Predictive, pushdown to Back-End
needed.
§ A Business Problem is needed in order to apply applied
statistics upon
𝐷𝑎𝑡𝑎(𝐴𝑛𝑎𝑙𝑦𝑡𝑖𝑐𝑠 + 𝐴𝑛𝑎𝑙𝑦𝑠𝑖𝑠)./012304
= 𝐵𝑢𝑠𝑖𝑛𝑒𝑠𝑠	𝐺𝑟𝑜𝑤𝑡ℎ
SAP TechEd Take Away
Barcelona 2016
The End

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McCoy SAP TechEd Takeaway 2016

  • 1. SAP TechEd Take Away Barcelona 2016
  • 2. Agenda 17:30 - 18:00 Spijs en drank 18:00 - 18:20 SAP BW, BW 4/HANA, Mixed Architecture,... - Joury Jonkergouw 18:20 - 18:40 CDS architectuur + demo - Arthur Cohen Stuart 18:40 - 19:00 SAP Solution Manager 7.2 , Migration to SAP HANA - Joost Prinssen 19:00 - 19:20 Pauze 19:20 - 19:40 Hana Cloud Platform (HCP), IOT - Steven Spronk 19:40 - 19:55 BO Cloud - Sven van Leuken 19:55 - 20:20 Predictive, Predictive, Predictive - Roel van Bommel 20:20 - 20:30 AOB en afsluiting
  • 3. SAP TechEd Take Away Barcelona 2016 18:00 - 18:20 SAP BW, BW 4/HANA, Mixed Architecture
  • 4. Agenda § SAP BW and a bit of HANA § SAP PowerDesigner § SAP HANA VORA § Embedded Analytics
  • 6. Thursday, December 22, 2016© McCoy & Partners B.V. | 6 |
  • 7. Simplify the BI landscape DMM221
  • 8. SAP BW: 7.5 SP4 Highlights DMM104
  • 11. Thursday, December 22, 2016© McCoy & Partners B.V. | 11 | Good bye RSA1?!!
  • 12. Agenda § SAP BW and a bit of HANA § SAP PowerDesigner § SAP HANA VORA § Embedded Analytics
  • 13. Evolution of SAP HANA View Modeling Approaches DMM203
  • 14. The new Graphical Calculation View Editor DMM203
  • 15. Thursday, December 22, 2016| 15 | MR. BW MR. HANA Mixed architecture
  • 16. SAP Data Warehousing: approaches DMM302
  • 17. Thursday, December 22, 2016© McCoy & Partners B.V. | 17 | MR. BW MR. HANA
  • 18. SAP Data Warehousing: Overview, Components, and Future Strategy DMM104
  • 20. SAP PowerDesigner: Modeling the End-to-End Data Warehouse DMM111
  • 21. SAP PowerDesigner: Design logical data model DMM111
  • 22. Agenda § SAP BW and a bit of HANA § SAP HANA § SAP PowerDesigner § SAP HANA VORA § Embedded Analytics
  • 23. SAP HANA Vora: Overview, Architecture, Use Cases, and Road Map DMM200
  • 24. SAP HANA Vora: Overview, Architecture, Use Cases, and Road Map DMM200
  • 25. Agenda § SAP BW and a bit of HANA § SAP HANA § SAP PowerDesigner § SAP HANA VORA § Embedded Analytics
  • 28. Embedded Analytics: Offerings per Type of User DMM221
  • 29.
  • 30. SAP TechEd Take Away Barcelona 2016 18:20 - 18:40 CDS architectuur + demo
  • 31. CDS views Thursday, December 22, 2016© McCoy & Partners B.V. | 31 | DEV212
  • 32. Supported functions Thursday, December 22, 2016© McCoy & Partners B.V. | 32 | DEV212
  • 39. SAP TechEd Take Away Barcelona 2016 18:40 - 19:00 SAP Solution Manager 7.2 , Migration to SAP HANA
  • 40. TechEd 2016 Take Away • SAP Solution Manager 7.2 (Released August 15, 2016) • Migration to SAP HANA
  • 41. SAP Solution Manager 7.2 ITM100
  • 42. Business process driven Thursday, December 22, 2016© McCoy & Partners B.V. | 42 |
  • 43. Thursday, December 22, 2016© McCoy & Partners B.V. | 43 |
  • 44. SAP Solution Manager 7.2 ITM100
  • 45. Key Take Aways ITM100
  • 46. UI Thursday, December 22, 2016© McCoy & Partners B.V. | 46 |
  • 47. Release strategy Thursday, December 22, 2016© McCoy & Partners B.V. | 47 |
  • 48. Thursday, December 22, 2016© McCoy & Partners B.V. | 48 |
  • 49. Thursday, December 22, 2016© McCoy & Partners B.V. | 49 |
  • 50. Thursday, December 22, 2016© McCoy & Partners B.V. | 50 |
  • 51. Migration to SAP HANA Thursday, December 22, 2016© McCoy & Partners B.V. | 51 | ITM200
  • 52. Migration to SAP HANA Thursday, December 22, 2016© McCoy & Partners B.V. | 52 | ITM200
  • 53. Migration Overview Thursday, December 22, 2016© McCoy & Partners B.V. | 53 |
  • 54. Tools for HANA operations Thursday, December 22, 2016© McCoy & Partners B.V. | 54 | DMM300
  • 55. Example: E2E Root Cause Analysis Thursday, December 22, 2016© McCoy & Partners B.V. | 55 | ITM105
  • 56. SAP TechEd Take Away Barcelona 2016 19:20 - 19:40 Hana Cloud Platform (HCP), IOT
  • 57. Agenda • HANA Cloud Platform • Development 2.0 • Internet of Things
  • 58. HANA Cloud Platform (HCP) – What it is DEV101
  • 59. HANA Cloud Platform (HCP) – What it is DEV101 Industry 4.0 IoT
  • 60. HCP– What you can do with it DEV101
  • 61. HCP - Roadmap DEV101
  • 63. Apple and SAP – develop native apps MOB101
  • 64. Development platform for Netweaver: Eclipse DEV100
  • 66. SAP WEBide for HANA platform DEV107
  • 71. SAP TechEd Take Away Barcelona 2016 19:40 - 19:55 BO Cloud
  • 72. Thursday, December 22, 2016© McCoy & Partners B.V. | 72 | GoogleSAP Business Objects Cloud
  • 73. Thursday, December 22, 2016© McCoy & Partners B.V. | 73 | SAP Business Objects Cloud
  • 74. Thursday, December 22, 2016© McCoy & Partners B.V. | 74 | SAP Business Objects Cloud ANP205
  • 75. Thursday, December 22, 2016© McCoy & Partners B.V. | 75 | SAP Business Objects Cloud ANP205
  • 76. Thursday, December 22, 2016© McCoy & Partners B.V. | 76 | SAP Business Objects Cloud ANP205
  • 77. Thursday, December 22, 2016© McCoy & Partners B.V. | 77 | SAP Business Objects Cloud ANP205
  • 78. Thursday, December 22, 2016© McCoy & Partners B.V. | 78 | SAP Business Objects Cloud ANP205
  • 79. Thursday, December 22, 2016© McCoy & Partners B.V. | 79 | SAP Business Objects Cloud ANP205
  • 80. Thursday, December 22, 2016© McCoy & Partners B.V. | 80 | SAP Business Objects Cloud ANP205
  • 81. Thursday, December 22, 2016© McCoy & Partners B.V. | 81 | SAP Business Objects Cloud ANP205
  • 82. Thursday, December 22, 2016© McCoy & Partners B.V. | 82 | SAP Business Objects Cloud ANP205
  • 83. SAP TechEd Take Away Barcelona 2016 19:55 - 20:20 Predictive, Predictive, Predictive
  • 84. § Where is Predictive § What is Predictive Analytics § Where is Predictive Analytics within SAP - SAP BO Cloud - SAP HCP predictive services - SAP BO LUMIRA - SAP BO Predictive Analytics - SAP BO Predictive Analytics integrator - SAP HANA (& R) § Conclusions Thursday, December 22, 2016© McCoy & Partners B.V. | 84 | Agenda
  • 85. § Where is Predictive? § What is Predictive Analytics § Where is Predictive Analytics within SAP - SAP BO Cloud - SAP HCP predictive services - SAP BO LUMIRA - SAP BO Predictive Analytics - SAP BO Predictive Analytics integrator - SAP HANA (& R) § Conclusions Thursday, December 22, 2016© McCoy & Partners B.V. | 85 | Agenda
  • 86. Thursday, December 22, 2016© McCoy & Partners B.V. | 86 | Introduction – Where is Predictive? ANP101
  • 87. § Where is Predictive § What is Predictive Analytics § Where is Predictive Analytics within SAP - SAP BO Cloud - SAP HCP predictive services - SAP BO LUMIRA - SAP BO Predictive Analytics - SAP BO Predictive Analytics integrator - SAP HANA (& R) § Conclusions Thursday, December 22, 2016© McCoy & Partners B.V. | 87 | Agenda
  • 88. Thursday, December 22, 2016© McCoy & Partners B.V. | 88 | What is Predictive Analytics The nice part of statistics is that it’s the same formula in every tool! And there are many tools: Gartner defines Predictive analytics as; "the analysis of all kinds of data using sophisticated quantitative methods (for example, statistics, descriptive and predictive data mining, simulation and optimization) to produce insights that traditional approaches to business intelligence (BI) — such as query and reporting — are unlikely to discover.“ WIKI
  • 89. § Putting Data-Mining And Predictive Analytics To Work Thursday, December 22, 2016© McCoy & Partners B.V. | 89 | The Methodology Definition Predictive Analysis
  • 90. Thursday, December 22, 2016© McCoy & Partners B.V. | 90 | The Methodology for SAP ANP101
  • 91. § Where is Predictive § What is Predictive Analytics § Where is Predictive Analytics within SAP - SAP BO Cloud - SAP HCP predictive services - SAP BO LUMIRA - SAP BO Predictive Analytics - SAP BO Predictive Analytics integrator - SAP HANA (& R) § Conclusions Thursday, December 22, 2016© McCoy & Partners B.V. | 91 | Agenda
  • 92. Thursday, December 22, 2016© McCoy & Partners B.V. | 92 | SAP BI Predictive Architecture ANP108
  • 93. § Where is Predictive § What is Predictive Analytics § Where is Predictive Analytics within SAP - SAP BO Cloud - SAP HCP predictive services - SAP BO LUMIRA - SAP BO Predictive Analytics - SAP BO Predictive Analytics integrator - SAP HANA (& R) § Conclusions Thursday, December 22, 2016© McCoy & Partners B.V. | 93 | Agenda
  • 94. § SAP BO Cloud combines all the possibilities for analytics, including Planning, Predictive Analytics and Business Intelligence (BI) in one place in the Cloud Thursday, December 22, 2016© McCoy & Partners B.V. | 94 | SAP Business Objects Cloud ANP205
  • 95. Thursday, December 22, 2016© McCoy & Partners B.V. | 95 | SAP BO Cloud & Predictive ANP205
  • 96. Thursday, December 22, 2016© McCoy & Partners B.V. | 96 | SAP BO Cloud & Predictive Guided Machine Discoveries – powered by predictive, made for business users ANP205
  • 97. Thursday, December 22, 2016© McCoy & Partners B.V. | 97 | SAP BO Cloud roadmap ANP805
  • 98. § Where is Predictive § What is Predictive Analytics § Where is Predictive Analytics within SAP - SAP BO Cloud - SAP HCP predictive services - SAP BO LUMIRA - SAP BO Predictive Analytics - SAP BO Predictive Analytics integrator - SAP HANA (& R) § Conclusions Thursday, December 22, 2016© McCoy & Partners B.V. | 98 | Agenda
  • 99. § The Predictive Services are a set of web services used to perform predictive analysis on data resources stored in the SAP HANA database of your cloud environment. These services provide a series of REST APIs that allow you to expose the predictive analytics functionalities in your application. § Find the Documentation here Thursday, December 22, 2016© McCoy & Partners B.V. | 99 | SAP HCP Predictive Services ANP600
  • 100. § Where is Predictive § What is Predictive Analytics § Where is Predictive Analytics within SAP - SAP BO Cloud - SAP HCP predictive services - SAP BO LUMIRA - SAP BO Predictive Analytics - SAP BO Predictive Analytics integrator - SAP HANA (& R) § Conclusions Thursday, December 22, 2016© McCoy & Partners B.V. | 100 | Agenda
  • 101. § SAP BusinessObjects Lumira Studio (formerly Design Studio) provides technical BI developers the opportunity to develop analytical applications. These apps are offered to the end users. It is the only application of SAP which makes use of a direct coupling on native SAP HANA. § Complex intelligence can be build in the app. Thursday, December 22, 2016© McCoy & Partners B.V. | 101 | SAP BO Lumira ANP100
  • 102. Thursday, December 22, 2016© McCoy & Partners B.V. | 102 | SAP BO Lumira & Predictive
  • 103. § Some extentions § Predictive relevant for FREE: • Forecast with Confidence interval • Holt-Winters Exponential Smoothing § REMARK: Some are PAID Thursday, December 22, 2016© McCoy & Partners B.V. | 103 | SAP BO Lumira & Predictive Ext. ANP201
  • 104. Thursday, December 22, 2016© McCoy & Partners B.V. | 104 | Lumira Roadmap V1.30 / 1.31
  • 105. Thursday, December 22, 2016© McCoy & Partners B.V. | 105 | ANP100
  • 106. § Where is Predictive § What is Predictive Analytics § Where is Predictive Analytics within SAP - SAP BO Cloud - SAP HCP predictive services - SAP BO LUMIRA - SAP BO Predictive Analytics - SAP BO Predictive Analytics integrator - SAP HANA (& R) § Conclusions Thursday, December 22, 2016© McCoy & Partners B.V. | 106 | Agenda
  • 107. § SAP BusinessObjects Predictive Analytics is an advanced analytics suite that enables organizations to build predictive models quickly, manage them efficiently and deploy them at scale to business applications and business processes where they can be consumed by users to improve business outcomes and generate ROI § With Automated Analytics you can build robust Predictive Models quickly with Predictive Modeler § Use Expert Analytics to build complex Predictive Flows § Possibility for stand-alone installation or integration with SAP HANA Thursday, December 22, 2016© McCoy & Partners B.V. | 107 | SAP BO Predictive Analytics ANP101
  • 108. Thursday, December 22, 2016© McCoy & Partners B.V. | 108 | Automated & Expert Analytics ANP105
  • 109. Automated Analytics § Automated Predictive Modelling with: • Classification, predict a binary answer • Regression, Automatic identification of key contributing variables on very wide datasets (64k+) • Clustering, find groups in datasets • Time Analysis, predict future values based on past • Association Rules, Market Basket Analysis § In Database Execution • APL on SAP HANA • Native Spark Modelling on Hadoop Thursday, December 22, 2016© McCoy & Partners B.V. | 109 | Predictive Automated Analytics ANP105
  • 110. Expert Analytics § Easy to Use - Drag-and- drop data selection, preparation and predictive modelling § Use the predictive models in SAP HANA such as UDF, PAL & APL § Leverage 8000+ existing R functions and libraries § Embed the models in external applications Thursday, December 22, 2016© McCoy & Partners B.V. | 110 | Predictive Expert Analytics ANP104 ANP360
  • 111. Thursday, December 22, 2016© McCoy & Partners B.V. | 111 | Example Expert Analytics ANP260 ANP360
  • 112. Thursday, December 22, 2016© McCoy & Partners B.V. | 112 | Predictive Factory: 1 to Mass ANP104 ANP160
  • 113. Thursday, December 22, 2016© McCoy & Partners B.V. | 113 | Predictive IP ANP104
  • 114. Thursday, December 22, 2016© McCoy & Partners B.V. | 114 | Predictive Analytics Roadmap
  • 115. § Where is Predictive § What is Predictive Analytics § Where is Predictive Analytics within SAP - SAP BO Cloud - SAP HCP predictive services - SAP BO LUMIRA - SAP BO Predictive Analytics - SAP BO Predictive Analytics integrator - SAP HANA (& R) § Conclusions Thursday, December 22, 2016© McCoy & Partners B.V. | 115 | Agenda ANP100
  • 116. Thursday, December 22, 2016© McCoy & Partners B.V. | 116 | Predictive for the Mass: Integration ANP104
  • 117. § Where is Predictive § What is Predictive Analytics § Where is Predictive Analytics within SAP - SAP BO Cloud - SAP HCP predictive services - SAP BO LUMIRA - SAP BO Predictive Analytics - SAP BO Predictive Analytics integrator - SAP HANA (& R) § Conclusions Thursday, December 22, 2016© McCoy & Partners B.V. | 117 | Agenda ANP100
  • 118. Thursday, December 22, 2016© McCoy & Partners B.V. | 118 | SAP HANA (& R) DMM271
  • 119. Thursday, December 22, 2016© McCoy & Partners B.V. | 119 | PAL PAL DMM271
  • 120. Thursday, December 22, 2016© McCoy & Partners B.V. | 120 | APL Automated PL DMM271
  • 121. Thursday, December 22, 2016© McCoy & Partners B.V. | 121 | SAP enhanced with R script Within each procedure or function, R script can be mixed with SQL, by simply defining the language: DMM271
  • 122. § SAP HANA Flowgraphs Thursday, December 22, 2016© McCoy & Partners B.V. | 122 | Flowgraphs DMM271
  • 123. § Where is Predictive § What is Predictive Analytics § Where is Predictive Analytics within SAP - SAP BO Cloud - SAP HCP predictive services - SAP BO LUMIRA - SAP BO Predictive Analytics - SAP BO Predictive Analytics integrator - SAP HANA (& R) § Conclusions Thursday, December 22, 2016© McCoy & Partners B.V. | 123 | Agenda
  • 124. Thursday, December 22, 2016© McCoy & Partners B.V. | 124 | Conclusion visualized ANP260
  • 125. Thursday, December 22, 2016© McCoy & Partners B.V. | 125 | Conclusions § Predictive is not a technical implementation: • Minimum is Available in Front-End tools; more will come • When you want to do “real” Predictive, pushdown to Back-End needed. § A Business Problem is needed in order to apply applied statistics upon 𝐷𝑎𝑡𝑎(𝐴𝑛𝑎𝑙𝑦𝑡𝑖𝑐𝑠 + 𝐴𝑛𝑎𝑙𝑦𝑠𝑖𝑠)./012304 = 𝐵𝑢𝑠𝑖𝑛𝑒𝑠𝑠 𝐺𝑟𝑜𝑤𝑡ℎ
  • 126. SAP TechEd Take Away Barcelona 2016 The End