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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 mo...
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 connectionThe error message shown is "Notebook could not be loaded", which does not provi...
Often clients develop their own python packaes & librariesNot every client has a binary repository manager such as artifactoryClients can add their own libraries in WML using package extensionsCurrently those can only be created using the wml_...
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.
Allow central configuration of platform settings (especially for SSL CA setup for Git)
Many platform parameters need to be configured using config parametersIn order to configure the CA for a self-hosted Git server in R Studio, the CAs needs to be added through the Git integration token in the UI. Even though this works, it is coun...
Evolve Data Refinement to more advanced capabilities
To make Data Refinement more attractive to Data Scientists, more advanced capabilities should be available, like some of the features available in AutoAI today, but still with the opportunity to build models manually. Like Train/Test Split, Encod...
Resources are always an issue in Cloud Pak for Data, especially in small environments with only 48 cores. In installations that support “native” Data Science use cases (that is customers, just using Jupyter notebooks in WSL, doing their stuff in P...
Upgrade RStudio to R v4.1 and RStudio IDE to RStudio Workbench
We would like to utilize the functionality within RStudio Workbench if we have a license. RStudio Workbench support R v4.1. Please see the below RStudio blog post for more information on this product:https://blog.rstudio.com/2021/06/02/announcing-...
Need some filter for all lists (e.g. Project assets list)
Let's say there are hundred of assets in a project, for example, maybe notebooks. If there is a filter so that I can only show notebooks which python version is 3.7 only or list editor is me or someone.
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