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The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code
https://aws.amazon.com/cdk
Apache License 2.0
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đź“ŠTracking: AWS SageMaker #6870

Open SomayaB opened 4 years ago

SomayaB commented 4 years ago

Add your +1 đź‘Ť to help us prioritize high-level constructs for this service

Overview:

Amazon SageMaker is a fully managed machine learning service. With Amazon SageMaker, data scientists and developers can quickly and easily build and train machine learning models, and then directly deploy them into a production-ready hosted environment. It provides an integrated Jupyter authoring notebook instance for easy access to your data sources for exploration and analysis, so you don't have to manage servers. It also provides common machine learning algorithms that are optimized to run efficiently against extremely large data in a distributed environment. With native support for bring-your-own-algorithms and frameworks, Amazon SageMaker offers flexible distributed training options that adjust to your specific workflows. Deploy a model into a secure and scalable environment by launching it with a single click from the Amazon SageMaker console. Training and hosting are billed by minutes of usage, with no minimum fees and no upfront commitments.

AWS Docs

Maturity: CloudFormation Resources Only

See the AWS Construct Library Module Lifecycle doc for more information about maturity levels.

Implementation:

See the CDK API Reference for more implementation details.

Issue list:

This is a đź“ŠTracking Issue

robsable commented 3 years ago

Requesting support for the following resources that were added to CloudFormation on February 11, 2021: 1/AWS::SageMaker::App 2/AWS::SageMaker::AppImageConfig 3/AWS::SageMaker::Domain 4/AWS::SageMaker::UserProfile

ajaykarpur commented 3 years ago

Any updates on adding high-level constructs? Looks like the PR mentioned in https://github.com/aws/aws-cdk/issues/2809 hasn't been merged in yet.

ajaykarpur commented 3 years ago

I've created a new PR here: https://github.com/aws/aws-cdk/pull/17399

FYI @njlynch @skinny85

petermeansrock commented 2 years ago

Since both my original PR #6107 and Ajay's PR #17399 were auto-closed, I've opened the new PR #20113 to try to get the model hosting L2 constructs merged.

github-actions[bot] commented 3 months ago

This issue has received a significant amount of attention so we are automatically upgrading its priority. A member of the community will see the re-prioritization and provide an update on the issue.