From the course: Debiasing AI Using Amazon SageMaker
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Deploy the model
- [Instructor] Now that we've completed training, let's deploy the model via SageMaker hosting so that it can be accessed by systems needing to obtain a crime prediction. So, I'm on the Training Jobs page, click on the training job. In the upper right-hand corner, click Create Model. Let's give our model a name. I'm going to call this crime-job. I'm going to leave the default for most of these options. Let's continue to scroll. Notice this line here. This is the bucket location of our model artifacts, so from the previous training step, the model produced several artifacts that were placed in this bucket. Scroll down. Click Create Model. So, the model was successfully created. Now in order to use that model, we have to create what's called an endpoint. So, click on the model, and click Create Endpoint. So, let's give our endpoint a name. I will call it crime-endpoint. Make sure create a new endpoint configuration is selected. Let's enter the endpoint configuration name. And let's just…
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