From the course: AWS Certified Machine Learning Engineer Associate (MLA-C01) Cert Prep

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Amazon SageMaker Inference Recommender

Amazon SageMaker Inference Recommender

From the course: AWS Certified Machine Learning Engineer Associate (MLA-C01) Cert Prep

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Amazon SageMaker Inference Recommender

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- [Instructor] Hello guys, and welcome again. So in today's session, we are going to talk about the Amazon SageMaker Inference Recommender tool, which is a tool that recommends the best instance types and configurations for the inference workloads. So Amazon SageMaker Inference Recommender, it is a tool which helps optimize the deployment of machine learning models by recommending the best instance types and configurations in order to deploy the machine-learning models efficiently. So it ensures that the models run smoothly and cost effectively, which provides high performance without unnecessary expenses. So it automates the process of benchmarking and evaluation of different instances, which simplifies the task of identifying the most suitable options. So it saves times and effort by systematically testing various instances in order to find the most optimal one in terms of performance and in terms of cost. So best instances are selected based on several factors, including the…

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