BookmarkSubscribeRSS Feed

MLOps Uncoiled: Python’s Path on SAS® Viya® With SAS Model Manager

Started ‎09-28-2023 by
Modified ‎10-09-2023 by
Views 118

Analyst firm IDC recently placed SAS Viya as a leader in its MLOps Platforms evaluation, praising SAS for our support of a wide variety of languages and platforms. Using our open source package, python-sasctl, SAS Model Manager, containers and more, we will demonstrate how to create an end-to-end MLOps process for Python models on SAS Viya. Using python-sasctl, we will automatically generate scoring code and important metadata files for models developed using the most popular Python frameworks, including sklearn, xgboost, MLflow and more. These models are sent to SAS Model Manager directly from the Python development environment. From SAS Model Manager, these models are compared, tested, deployed into containers, and monitored. Review this presentation and come away with a better understanding of how to leverage SAS Viya to develop a MLOps process inclusive of Python models.


To learn more about python-sasctl, check out the following resources:


Presentation slides are attached to this post.

Version history
Last update:
‎10-09-2023 03:12 PM
Updated by:



SAS is headed back to Vegas for an AI and analytics experience like no other! Whether you're an executive, manager, end user or SAS partner, SAS Innovate is designed for everyone on your team.

Interested in speaking? Content from our attendees is one of the reasons that makes SAS Innovate such a special event!

Submit your idea!

Article Tags

SAS Explore 2023 presentations are now available! (Also indexed for search at!)

View all available SAS Explore content by category: