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Exercise: Preprocess data with RAPIDs

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Note

This exercise requires an Azure subscription and rights to create a GPU Virtual Machine. If you do not already have an Azure subscription, sign up at https://azure.microsoft.com. To check the available GPU VMs, you can run the az vm list-skus command from the Azure Cloud Shell.

Now, it's your chance to load and preprocess data with RAPIDS cuDF.

In this exercise, you will:

• Create an Azure Machine Learning environment with RAPIDS installed.
• Load flight data from an external source into an Azure Machine Learning datastore.
• Preprocess data with cuDF to end up with one CSV file to use for model training.

Instructions

Follow these instructions to complete the exercise:

1. Open the exercise instructions at https://aka.ms/deep-learning.
2. Complete the Load and preprocess data with RAPIDS exercise.

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