From the course: Microsoft Azure Data Scientist Associate (DP-100) Cert Prep
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Train a model by using Python SDK - Azure Tutorial
From the course: Microsoft Azure Data Scientist Associate (DP-100) Cert Prep
Train a model by using Python SDK
- [Instructor] Let's take a look at the Python SDK, which is a really powerful way to do machine learning on AzureML Studio because you can control whatever it is you want to do with the Python language and add additional power to your experiments. If we go ahead and select Start, one of the things that we can do is look at our workspace here. And notice that I've got an existing notebook, but I could load a sample notebook as well. And if we notice in this particular sample directory here, we've got a bunch of different things that we could pull from. So we could look at the SDK v1 or the SDK v2, look at tutorials, et cetera. So in this example, what I'm going to do is I'm going to go to "azureml-getting-started" and I'm going to select this notebook, and then I'm going to click on "Clone this notebook". So this will bring it into my workspace so that I can play around with it. Oh look, I've already got it inside of my workspace, so I don't need to actually do anything at all. So if…
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Load and transform data1m 12s
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Analyze data by using Azure Data Explorer1m 14s
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Demo: Azure Data Explorer4m 4s
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Consume data assets from the designer3m 5s
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Use automated machine learning for tabular data6m 42s
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Develop code by using a compute instance1m 43s
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Consume data in a notebook4m 17s
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Train a model by using Python SDK6m 18s
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Techniques for dealing with hyperparameter optimization3m 6s
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