From the course: Machine Learning with SageMaker by Pearson
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SageMaker Feature Store demonstration - Amazon SageMaker Tutorial
From the course: Machine Learning with SageMaker by Pearson
SageMaker Feature Store demonstration
In this demo, we're going to take a look at Feature Store. Feature Store is a feature of SageMaker that allows you to store features for training machine learning models. You can store them in an online fashion, which is under the covers, a DynamoDB table, or an offline fashion in S3, simple storage service. So I already have my AWS account. I'm going to go ahead and create a new one. I'm going to go ahead and create a new account. So, I already have my AWS account. I already have SageMaker Domain set up. And over here in SageMaker Studio, I can click on Data and Feature Store. And we can see that I have no feature groups created. So, I can create a feature group. So, I'm doing this all manually in this demo. Then I'll show you how to do it programmatically as well. Let's create a feature group. We're going to call this feature group Home Sales. And I'm going to make this an offline store. So this is going to be stored in S3. And let's store it in ADGU datasets. This would be your own…
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