RapidMiner Automated Model Ops

Montse

Hello,

I want to learn more about RapidMiner Automated Model Ops. I think it's so cool to have a tool in order to manage more easily the models that are in production and control the changes with the new data
I saw the video that you have in this link: https://rapidminer.com/products/automated-model-ops/
I tried to do something in my local RapdiMiner Studio. I added two models created by Auto Model with the same data but I have some questions:

• Can I add a model that is created by myself without using Automodel?
• I can only access Models, Simulator and Scoring sheets. How can I enable Dashboard, Performace, Drifts, Alerts & Integrations sheets?

Thanks in advance.
Best regards,
Montse

IngoRM

Hi,

Glad that you like the idea :-)

Can I add a model that is created by myself without using Automodel?

Currently only models created with Auto Model are supported but we will support "custom" models in the future as well.  This will include so-called grouped models (i.e. models which consist of one or several preprocessing models followed by a predictive model) as well as Python models.

I can only access Models, Simulator and Scoring sheets. How can I enable Dashboard, Performace, Drifts, Alerts & Integrations sheets?

• For Dashboard, Performance, and Drifts: you need to set up a connection to a DB for logging the data when you set up the deployment location. 
• For Integrations: You will need to set up a remote deployment location, i.e. on a Server.
• For Alerts: You will need both, a remote location AND a monitoring connection during setup.

Please see these videos here for more information on the different types and their setups: https://academy.rapidminer.com/catalog?query=deployments

Hope this helps,
Ingo