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MetOffice / XBTs_classification

Project for the classification of eXpendable Bathy Thermographs
BSD 3-Clause "New" or "Revised" License
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Setup XBT classification pipeline in AWS Sagemaker #7

Open stevehadd opened 4 years ago

stevehadd commented 4 years ago

As part of the XBT project we want to evaluate the AWS Sagemaker platform for ML projects and gain some experience of its pros and cons. To this end, we should try applying the tools to XBT model/manufacturer classification. We should try applying the AutoML tools to fairly raw data to see what it can make of it with minimal intervention.

stevehadd commented 3 years ago

The WOD data is now accessible through S3 here: https://noaa-wod-pds.s3.amazonaws.com/index.html which should make running the XBT code on AWS that much easier.

stevehadd commented 3 years ago

Landing page on AWS for WOD data: https://registry.opendata.aws/noaa-wod/