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CP4D - DataStage will be used in the data flows defined in our datalake using Postgres and Azure SQL. Because we are required to use the ODBC Connector for the connections we require the capability of doing Bulk Loads , exactly as this is offered ...
Optimize classification models to optimize for high Recall and Precision
The classification models are currently optimizing for high Accuracy. There can be situations where high Recall or Precision may be desired rather than Accuracy. Can we give the user the ability to select the measure that needs to be optimized? Wi...
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 mechan...
Dashboards should be mask data based on the data protection rule,Problem: Even if certain data is masked in Preview or Refinery in the analytics project, Dashboard allows all collaborator to show its data.According the manual below, in the Dashbo...
add/remove collaborators in Transformation Project
Transformation projects has the following problem, it is not possible to restrict access to different projects by users, all users with data enginering role can access all projects. The requested improvement lies in being able to add and remove co...
Interactive Elastic Distributed Training notebook in Watson Studio
Watson Machine Learning Accelerator Elastic Distributed Training (EDT) simplifies the distribution of training workloads for the data scientist. Deep learning experiment in Watson studio provide the UI to submit job in WMLA , but this is not inter...
TensorBoard is TensorFlow’s visualization toolkit enables tracking metrics like loss and accuracy, visualize the model graph, view histograms of weights, biases, or other tensors as they change over time, and much more.A managed TensorBoard suppor...
It would be nice to have the GPU utilization metrics used in WMLA also introduced to the main monitoring dashboard of core CP4D. This is so that we still have a single monitoring dashboard for all services of CP4D.
WMLA EDT: Customization, Minimal Example & Documentation
Client asks how to use and customize the elastic distributed training (EDT) feature of WML-A. They explicitly complained about the lack of a detailed documentation (being aware of WMLA/Spectrum Conductor documentation in the knowledge center &...
Some users need to be unable to create analytical projects.
We have customers who want to create as many analysis projects as they need, under proper management, and are concerned that the number of analysis projects will become disorganized and unmanageable.
Since the current specification allows any user...
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