azure machine learning teaching

asked 2023-01-05T22:26:53.043+00:00
Erdi Kara 1 Reputation point

Hello

I have 5000$ Azure grant that I will use to teach my deep learning class. We will have 5-6 groups with two students each. I have lecture notes and assignments in the form of Juptyter notebooks.
This is my first time I use Azure. I managed to train a model with default Tesla K80. It takes 6 mins to runs a model that I run in 18 seconds with my RTX-2070 Super in my local machine. My question what can be a best practice to teach this class. Compatring to Colab, I found Azure extremely confusing and difficult to navigate. Should I create multiple workspaces under a single subscription? If so, how can I fix that slow GPU issue, should I submit quota increase for each workspace?

Any kind of help would be highly appreciated.

Azure Virtual Machines
Azure Virtual Machines
An Azure service that is used to provision Windows and Linux virtual machines.
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