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The Data Science Experience
Data Practitioners share with you the latest in SAS applications and solutions for data scientists on SAS Viya through the “Topic of the Month”
Whether you are a practitioner or a young professional –
let’s build something brilliant!
Empowering Open Integration with SAS Viya series
The benefits of using multiple analytical technologies for model building, model management and model deployment.
In this series, data scientists, model engineers and IT-experts will be talking about how Viya, the AI, Analytics and Data Management platform by SAS, enables everyone to collaborate, scale and operationalize all types of open-source analytics everywhere. Marinela Profi Data & Analytics Specialist SAS

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Deploying models is where, we as Data Scientists create value Eduardo Hellas Data Scientist SAS
Topic of the month
Deploying Open-Source Models

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"I have my model running. What’s next?” Once you have a Python or R model created, you can then register those models to SAS Model Manager to compare, evaluate and monitor the performance of the models before publishing them to a test or production environment.

Empowering Open Integration with Viya – Deploying Open-Source Models: CAS (distributed in-memory engine)
Eduardo introduces the CAS engine as one of many deployment methods on Viya. This video includes a demo of how to leverage the powerful distributed in-memory CAS engine for deploying open-source models.

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Second video on managing and governing models by Yen Nguyen. Once you have got your models created, whether it was built in open-source or SAS language, you can import the models into SAS Model Manager to govern, deploy, monitor and retrain. Yen also demos how to do this.

Empowering Open Integration with Viya – deploying open-source models: REST APIs scoring using MAS engine
Eduardo introduces the MAS engine as one of many deployment methods on Viya. This video includes a demo of how to leverage MAS through REST APIs calls for one-line-at-a-time scoring.
Playlist: Empowering Open-Source Integration with SAS Viya
Model building, management and deployment at scale with R, Python and SAS Viya.
Practitioners
Mastering the Model Lifecycle Journey Orchestration – a practical guide for data scientists
Young Professionals
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