Mlops Hackathon Team3 discussion/suggestions

[azeltov]

Suggestions:

Replace portal ui resource group create commands to cli:
https://microsoftlearning.github.io/mslearn-mlops/documentation/00-set-up.html

az group create --location <location_region> --name rg-dev-mlops

[djdean]

Possible transient error when creating the dataset, solution is to wait a few minutes and retry

[madiepev]

resolved (workflows replaced with tasks)

[djdean]

Use existing SP/RG/Workspace. For this, an example JSON is needed ,see below:

{
"clientId": "",
"clientSecret": "",
"subscriptionId": "",
"tenantId": "",
"activeDirectoryEndpointUrl": "https://login.microsoftonline.com",
"resourceManagerEndpointUrl": "https://management.azure.com/",
"activeDirectoryGraphResourceId": "https://graph.windows.net/",
"sqlManagementEndpointUrl": "https://management.core.windows.net:8443/",
"galleryEndpointUrl": "https://gallery.azure.com/",
"managementEndpointUrl": "https://management.core.windows.net/"
}

[madiepev]

resolved (included in challenge 3)

[djdean]

Local CLI auth - need to set correct subscription and login

[madiepev]

resolved (included in coach guide)

[djdean]

Clarify dataset vs datastore for training data

[madiepev]

resolved (included in tasks for challenge 2)

[djdean]

VSCode is not necessarily needed, a development environment is all that's really needed. We might want to mention this in the setup/pre work.

[madiepev]

resolved (not instructed to use)

[djdean]

The SP creation/secret content is repeated in challenge 2

[madiepev]

resolved (removed from setup)

[djdean]

Wording in challenge 4 is confusing. There's no "pipeline" created in the previous steps, just triggering a job, yet challenge 4 asks them to run the "pipeline"

[madiepev]

resolved

[djdean]

Have a part 2 OpenLab that focuses on model monitoring, data drift, etc

[madiepev]

backlog

[djdean]

Having AML API coverage as a pre-req would be helpful

[djdean]

Add a data scientist focused aspect

[madiepev]

resolved (new challenge 1)