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Model release management for batch and web-service scoring
In CP4D analytics project, there is no model release management framework like SPSS Collaboration and Deployment Services (CaDS). We need, 1. LEARNING - Running batch script for model re-training at some intervals(weekly or monthly), and save new ...
More information & transparency about deployment process of Shiny App needed - Watson Machine Learning
Currently when promoting a Shiny App from Watson Studio to Watson Machine Learning and deploying this Shiny App in Watson Machine Learning there is only little feedback over the progress of the deployment. This is making it difficult troubleshooti...
New feature needed to manage the request-limits of the RStudio pods.
CPDS 126.96.36.199 with CPD 3.5.2.: When RStudio pods reach their allocated RAM limit size, they sometimes just crash and terminate (without an error message to the user), sometimes the user gets an error message (and the pod continues to run and doesn'...
The data what we tested in assets are as follows.
data from WKC in a project
As a project editor, I can use the data without viewing the Patient ID, because I don't have the authorization to view it. So, it is a very important and helpful m...
Dynamic Number of Time Series Forecasted in Watson Studio SPSS Modeler Flow
There is need to be able to run a forecasting job even if the amount of timeseries changes (without going to the modeler to manually select a Type for each series). This can happen (but is not limited to) when using MDX to import data from IBM Pla...
I have more than 1000+ script & data, it is hard to managed. In my local environment, there is a file-system so that I can create folders/sub-folders to put the assets in right position but it is not on CPD.
To tighten security, disable Users from accessing their credentials in secrets, but allow access from flight service only
Currently their are some security holes in the product in that users can read out credentials from secrets.
This can happen accidentally or deliberately through a malicious user.
Consequence is that credentials stored can be exposed and used elsew...
Show meaningful error messages (when there is no access to platform connections)
Currently notebooks can not be started, when there is a storage volume from platform connections in the project and the user does not have access to platform connection The error message shown is "Notebook could not be loaded", which does not prov...
Default RStudio environment definition should be increased to 2 vCPU and 4 GB RAM.
As Data Scientist we are working a lot with RStudio. The default RStudio environment definition (1 vCPU and 1 GB RAM) is too small for RStudio. The limit of 1 GB is quickly reached and the pod is then restarted. And you do not understand what happ...
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