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Apply machine learning operations (MLOps) practices

Apply machine learning operations (MLOps) practices - Azure Tutorial

From the course: Microsoft Azure Data Scientist Associate (DP-100) Cert Prep

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Apply machine learning operations (MLOps) practices

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- [Instructor] Azure Open data sets are a great place to start when you're building out services inside of Azure Machine Learning Studio. Let's take a look at the overall diagram of how it works. Really, they're building blocks. So for model training, you can actually use Azure Machine Learning Studio to work with the open data sets. You can also use Azure Databricks. You can play around with them on virtual machines. You can also explore the data with things like Power BI. If we go down to the infrastructure here and we look at the Open Dataset service, you can see that it's a curated format that is available through an API. You also can pull the raw data as well if you need to, and you could even refer to it as a rest API. Some good examples of a public dataset would be the NOAA dataset. So let's go ahead and take a look at the official documentation real quick. If we go to Azure Open Dataset here, one of the really cool things about the Azure Open data sets is that it has really…

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