ML web application using SAS AutoML

[alisio_meneses]

Hello there.

I just read this post on the SAS Blogs page demonstrating an implementation of AutoML in banking loan applications. I find it promising for my purposes and would like to try to do something similar. Sadly the post does not include source code nor detailed info. Does anyone knows where to find more detailed information, if there's any?

URL: https://blogs.sas.com/content/subconsciousmusings/2020/05/15/web-application-sas-automl/

[paugre · Accepted solution]

Hello,

The purpose of the blog is to showcase the capabilities of the SAS Viya AutoML API in a front-end application. Although the blog's source code is not available, you can utilize the documentation for the automl API (listed below) to replicate the steps for creating a model pipeline, registering it in the SAS Viya Model Manager for monitoring, deploying it to a specified endpoint, and scoring it.

• https://developer.sas.com/apis/rest/MachineLearningPipeline/?python#create-an-automation-project
•  https://github.com/sassoftware/devsascom-rest-api-samples/blob/master/AutomatedMachineLearning/mlPip...