From the course: Learning Amazon SageMaker AI
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Challenge: Deploy a model - Amazon SageMaker Tutorial
From the course: Learning Amazon SageMaker AI
Challenge: Deploy a model
(upbeat music) - [Instructor] Are you ready to see your work come full circle as your model starts making decisions for data build in realtime? Well, let's do it. First, use SageMaker Studio to deploy the traffic congestion prediction model to a real-time endpoint. Make sure to choose the appropriate instance type and enable auto-scaling. Finally, test the endpoint using SageMaker's built-in tool by sending prediction requests. Make sure to send different combinations of data, varying vehicle count, speed, and weather conditions when testing. Don't forget to delete the endpoint when you're finished to avoid recurring costs. Good luck and have fun. I can't wait to show you how I solve this hands-on challenge.
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