Seeking Sample Dataset for Testing Amazon Lookout for Equipment

I'm currently exploring Amazon Lookout for Equipment and I'm in need of a sample dataset for testing purposes. Despite extensive online research and going through AWS documentation, I haven't been able to locate any relevant datasets. Additionally, I watched an AWS Online Tech Talk on YouTube (link: https://www.youtube.com/watch?v=RWCpG1Psf9c&t=1860s&ab_channel=AWSOnlineTechTalks) where a specific dataset was mentioned, but I haven't been able to find this dataset either. Could someone please provide guidance on where to find suitable sample datasets for testing Amazon Lookout for Equipment?

Any assistance would be greatly appreciated.

Thank you!

トピック

機械学習と AI

タグ

Amazon Lookout for Equipment 機械学習と AI 予知保全

言語

English

Avi

質問済み 1年前316ビュー

2回答

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承認された回答

I looked for a bit too, but couldn't find it.
So you may need to create your own data set based on the following document.
https://docs.aws.amazon.com/lookout-for-equipment/latest/ug/the-right-app.html
https://docs.aws.amazon.com/lookout-for-equipment/latest/ug/the-right-data.html

エキスパート

Riku_Kobayashi

回答済み 1年前

エキスパート

Giovanni Lauria

レビュー済み 1ヶ月前

Avi
1年前
Thanks, Do you have any external resources to create synthetic data for predictive maintenance using python?
Riku_Kobayashi エキスパート
1年前
This demonstration may be helpful. https://github.com/aws-samples/lookout-for-equipment-demo

Try doing a search on Kaggle. Here is a dataset for elevator maintenance but there are many others. https://www.kaggle.com/datasets/shivamb/elevator-predictive-maintenance-dataset

gfdalton

回答済み 1年前

Avi
1年前
Thanks for the comment.

Seeking Sample Dataset for Testing Amazon Lookout for Equipment

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