Post on 17-Jul-2020
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SAS in the World of Open Source, Cloud and DevOpsRay Greenwood
#Road2AI
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Empower your peersSAS in the World of Open Source, Cloud and DevOps
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MonocultureDiverse
ecosystem
WILDTRAKAnalytics with
purpose
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Understanding the EcosystemMODEL UI Where you write your code
LANGUAGE What syntax you use
FUNCTIONS Packages or functions used
EXECUTION Where the code executes
ORCHESTRATIONHow is it deployed
GOVERN What provides the governance
COMPUTEWhere is the processing taking place
Desktop
Scripting
Excel
DISCOVERY
DATA
DEPLOYMENT
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Enterprise Analytics Personas
Analytics LeaderSAS Model Developer
Open SourceModel Developer
IT Enterprise –Model Ops
Business Owner
Application Developer
End ConsumersData Engineer role
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Cloud deployed and Integrated with IT ecosystem
Hosted, Managed, Integrated and Governed
The SAS® Cloud combines software, infrastructure, and services that are designed and managed by SAS for
optimal performance and value.
SAS provides cloud-deployable options that allow our customers to run SAS on
almost any private, public, or hybrid cloud infrastructure.
SAS® on Cloud Providers
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SAS® on the CloudDescriptions
Managed Services
Your software or infrastructure can be hosted or remotely managed by SAS experts 24/7.
Results-as-a-Service
Give us your data and problem, and we give you the answers on which you can take action.
Developer
Plug into our APIs from your applications to give your developers access to world-class analytic insights.
Software-as-a-Service
Off-the-shelf offerings designed to scale and fit for purpose. Sign up, log in, and get to work. Can be modified to your future needs.
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SAS® on Cloud ProvidersDeployment Patterns and Cloud-Specific Offerings
SAS® on Cloud Providers
General Support for Cloud Providers
Support to run SAS Products on cloud infrastructures, if customers follow system requirements and policy on virtualized environments.
Support cloud deployment patterns (e.g. containers, orchestration) so that our customers can deploy SAS in a variety of cloud infrastructures.
Cloud Deployment Patterns Cloud-Specific Offerings
Specific offerings and deployment best practice for cloud infrastructure providers as well as Managed Analytic Service Providers (MASPs).
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SAS Model Developer
Register the Model to a Central
Repository
Develop a Model in the Container
Build and Spin Up a Model
Development Container
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Open Source Model Developer
Register the Model to a Central
Repository
Develop a Model in the Container
Build and Spin Up a Model
Development Container
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Python Integration in Decision Manager
Analytical Model
Condition
Rule Set
Code File (SAS/Python)
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How to Develop and Deploy Complex Models Easily?SAS DLpy Package on GitHub
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Model Ops
Generate Model Performance Diagnostics
Score the Model in the Container
Build and Spin Up a Model
Development Container
Schedule to Spin up the Scoring
Container
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Analytics Leader
Generate Model Performance Diagnostics
Identify Necessary Techniques to
Answer Business Questions
Assess Modelling Results and Implement
Re-Train or Retire Models
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Application Developer
Which Application?
End UserApp
HTML Interface
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