Amazon Sagemaker
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.
COVID-19 Vulnerability Index
By:
Latest Version:
1.0.0
Identifies people who are likely to have a heightened vulnerability to severe complications from COVID-19
Product Overview
The CV19 Index (http://cv19index.com ) is an open source, AI-based predictive model that identifies people likely to have heightened vulnerability to complications from COVID-19. The index is intended to help hospitals and government agencies respond to COVID-19. By targeting their outreach towards patients with high vulnerability, these organizations can ensure that valuable resources are being prioritized to those who need them the most. The model was trained to detect respiratory infections in 2 million Medicare members.
Key Data
Version
Type
Model Package
Highlights
For more information on the COVID-19 Vulnerability Index, see http://cv19index.com
This algorithm is available as an open source package at https://github.com/closedloop-ai/cv19index
A user forum has been created for people in the community who have additional questions, suggestions, etc.at https://community.closedloop.ai/t/the-covid-19-vulnerability-index/15
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Pricing Information
Use this tool to estimate the software and infrastructure costs based your configuration choices. Your usage and costs might be different from this estimate. They will be reflected on your monthly AWS billing reports.
Estimating your costs
Choose your region and launch option to see the pricing details. Then, modify the estimated price by choosing different instance types.
Version
Region
Software Pricing
Model Realtime Inference$0.00/hr
running on ml.t2.large
Model Batch Transform$0.00/hr
running on ml.m5.xlarge
Infrastructure PricingWith Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
With Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
SageMaker Realtime Inference$0.111/host/hr
running on ml.t2.large
SageMaker Batch Transform$0.23/host/hr
running on ml.m5.xlarge
Model Realtime Inference
For model deployment as Real-time endpoint in Amazon SageMaker, the software is priced based on hourly pricing that can vary by instance type. Additional infrastructure cost, taxes or fees may apply.InstanceType | Realtime Inference/hr | |
|---|---|---|
ml.m4.4xlarge | $0.00 | |
ml.m5.4xlarge | $0.00 | |
ml.m5.12xlarge | $0.00 | |
ml.m5d.24xlarge | $0.00 | |
ml.m5d.4xlarge | $0.00 | |
ml.m4.16xlarge | $0.00 | |
ml.m5.2xlarge | $0.00 | |
ml.m5.xlarge | $0.00 | |
ml.m4.xlarge | $0.00 | |
ml.m4.2xlarge | $0.00 | |
ml.m5d.2xlarge | $0.00 | |
ml.m5d.12xlarge | $0.00 | |
ml.m5.large | $0.00 | |
ml.t2.xlarge | $0.00 | |
ml.m4.10xlarge | $0.00 | |
ml.m5.24xlarge | $0.00 | |
ml.m5d.xlarge | $0.00 | |
ml.m5d.large | $0.00 | |
ml.t2.large Vendor Recommended | $0.00 | |
ml.t2.medium | $0.00 | |
ml.t2.2xlarge | $0.00 |
Usage Information
Fulfillment Methods
Amazon SageMaker
Full information on the CV19 Index, including the links to a full FAQ, User Forums, and information about upcoming Webinars is available at http://cv19index.com
See the "Data Prep" section of our GitHub readme for information about how to prepare data for the model package: https://github.com/closedloop-ai/cv19index#data-prep
End User License Agreement
By subscribing to this product you agree to terms and conditions outlined in the product End user License Agreement (EULA)
Support Information
COVID-19 Vulnerability Index
A user forum (https://community.closedloop.ai/t/the-covid-19-vulnerability-index/15 ) has been created for people in the community who have additional questions, suggestions, etc. You can also follow the discussion on twitter by following @CV19Index
AWS Infrastructure
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Learn MoreRefund Policy
This product is offered for free. If there are any questions, please contact us for further clarifications.
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