课程: Responsible AI with Amazon SageMaker AI

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Integrate SageMaker Clarify with Autopilot

Integrate SageMaker Clarify with Autopilot - Amazon SageMaker教程

课程: Responsible AI with Amazon SageMaker AI

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Integrate SageMaker Clarify with Autopilot

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- [Instructor] Building a machine learning model is like creating a recipe. You gather ingredients, mix them, and hope the dish turns out delicious. But what if you're unsure which ingredients matter most? Maybe the salt is overpowering or the spices are getting lost in the mix. Without knowing what's contributing to the flavor, how can you improve the recipe? Similarly with machine learning, understanding which features influence your model's predictions is critical. You can pair SageMaker Autopilot's automation with Clarify's insights to help you identify the star ingredients driving your model's decisions. Amazon SageMaker Autopilot is a powerful tool that simplifies the machine learning workflow by automating data, pre-processing, model selection, training and deployment. Known as AutoML, this process saves time and reduces complexity, making it easier for both data scientists and non-technical users to build machine learning models. Autopilot's user interface and features have…

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