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Yes, You can use model monitor for data capture and scheduling in your own custom container with the relevant monitoring for NLP use case.
For example, there's a blog post for model monitor for computer vision classification prediction with defined *alert * of predict more than expected.
https://aws.amazon.com/blogs/machine-learning/automated-monitoring-of-your-machine-learning-models-with-amazon-sagemaker-model-monitor-and-sending-predictions-to-human-review-workflows-using-amazon-a2i/?nc1=b_rp
answered 3 years ago
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