Earthdata Cloud (EDC) Platform data and services are difficult to use with standard Machine Learning tools and services.
Investigate, measure, report and provide recommendations on using ML in EDC.
This solution starts with understanding how this is achieved.
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Present documentation on how to access EDC data and services
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Present documentation on ase of usage of
- AWS EC2 + ML libraries
- AWS SageMaker
and EDC data and services
HTTPS access to data within EDC
S3 in-region access to data within EDC
S3 in-region access to data within EDC for more than one hour
TBD
Creasting manifest files for AWS Sagemaker
- Cost of using ML services and tooling with EDC data and services
- SageMaker cost estimates for task 4c
- EC2 + ML Libraries cost estimates for 4c
Tutorial notebook(s) showing how to use EDC data and services with ML tooling and services
- BP for sizing your compute when using ML tooling
- BP for EDC S3 access
- Recommendations for improvements to EDC wrt ML