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Hi,
Following are couple of AWS documentations that addresses the requirement mentioned above without having to configure lambda.
- Result Visualization https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-interpreting-results.html
https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-interpreting-visualize-results.html
Hi Vik,
Thank you for the clarification. Quoting your queries from above questions in highlighted text followed by my response
1. Can we visualise the results within sagemaker like data monitoring on real time endpoints? All examples suggest using a notebook to visualise the results. I don't want to keep running a notebook every time to visualise results. --> With reference to this query, the answer lies in this link - https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-interpreting-visualize-results.html however , visualization on batch inferences is not supported as of now using this feature.
2. Can we link the data quality schedule to model for batch transform jobs? Right now the monitoring jobs take batch transform output as input and are not linked to the model in any way. --> Following are couple of reference article and code sample that could help you move needle on this problem https://aws.amazon.com/blogs/machine-learning/create-sagemaker-pipelines-for-training-consuming-and-monitoring-your-batch-use-cases/
I hope this gives you direction towards your solution.
Contenus pertinents
- demandé il y a un an
- demandé il y a un an
- AWS OFFICIELA mis à jour il y a 2 ans
- AWS OFFICIELA mis à jour il y a 2 ans
- AWS OFFICIELA mis à jour il y a 3 ans
- AWS OFFICIELA mis à jour il y a 7 mois
Thanks for your response!
I was aware of these solutions and the problems I have with these solutions are
Interpreting results (https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-interpreting-results.html) It is not visual and I need to either run a notebook or set up an app to visualize the results (hence a lambda which would return a static page with results)
Visualize results (https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-interpreting-visualize-results.html) The article gives details about visualizations linked to endpoints and no information about monitoring schedules linked to batch transforms. I'm looking for visualizations linked to monitoring schedules set up for batch transforms and not real time endpoint. Will I be able to access the same section if I don't have any real time endpoints?