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**Is your feature request related to a problem? Please describe.**
We currently can't run our SQL server tests in our CI pipeline as it requires SQL server.
**Describe the solution you'd like**
I…
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Instead of passing in the connectionstring in the constructor, let's use a method, e.g.
```
public MLLifecycleManger UseAzureBlobStorage(string connectionString)
{
//do stuff here
re…
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[Tekton pipeline](https://github.com/tektoncd/pipeline) plan to be a k8s-native piepline resource, so any plan for kubeflow pipeline integrate with it?
/cc @jlewi @jinchihe @hougangliu
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Labeling itself is done by human, but preparing the project as part of the MLOps pipeline needs to be automated.
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#### Document Details
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It looks as the step _Run unit tests_ in _Model CI Pipeline_ has not yet the packages from ci_dependecies.yml or conda_dependencies.yml applied.
If I get it right, the conda packages are first instal…
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**Requirement**
Currently, the ML model is trained from scratch whenever the application is setup. We need a way to persist the trained state of the model and retrain it based on certain conditions.
…
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Currently, there is a bug in Azure DevOps while importing a repository to a project.
Here is the workaround I used for MLOps with Azure Machine Learning and Azure DevOps below :
**Solution :**
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`MLOpsPython/code/training/train.py` picks a hyperparameter value randomly. This is an antipattern in 2 ways: (1) DevOps processes should yield reproducible outputs, (2) hyperparameters should be an A…
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Hi all,
I have created an initial proposal for MLOps Sig to be kickstarted as part of CDFoundation. Would like to get more members on-boarded and interest generated to move this forward for voting
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**Describe the bug**
I tried to upgrade `azure-cli` from 2.0.31 to the latest (2.0.62 as of writing)
**To Reproduce**
`pip install --upgrade azure-cli`
**Expected behavior**
az should upgrade…