We will combine three separate SAS Viya capabilities to create an application that can manage multiple models, interpret model outputs, and replace the production model if necessary
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Machine Learning Decisioning & System Automation with SAS Viya
Build your ML web application using SAS AutoML
Developing a loan approval application is a sensitive task since automatically approving loans to customers who will default can be costly for a lender. SAS enables quick and easy development and exposure of decision-making models from a single source. A simple and robust environment can make decisions less prone to errors.
Building and comparing open source models in SAS Model Studio
SAS Model Studio lets modelers use SAS alongside open source to create and compare models in a pipeline and project. Debugging, model comparison, and visual pipelines are included.
Using SAS Optimization with Python and containers
A simple example of how you can combine SAS and open-source technologies to solve real business issues.