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【以下的回答经过翻译处理】 亚马逊推出了第一个专门为机器学习构建CI/CD管道的服务,名为Amazon SageMaker Pipelines。 https://aws.amazon.com/sagemaker/pipelines/
有关更多信息,请参见“Amazon SageMaker Pipelines将DevOps功能引入您的机器学习项目” 。 https://aws.amazon.com/blogs/aws/amazon-sagemaker-pipelines-brings-devops-to-machine-learning-projects/
此外,我们还有一个客户案例,其中客户使用Airflow为模型开发创建了一个CI/CD服务。有关更多信息,请参阅“NerdWallet使用AWS上的机器学习服务助力推荐系统平台”和“使用Amazon SageMaker构建一个仅有三名工程师的机器学习平台”。 https://aws.amazon.com/solutions/case-studies/nerdwallet-case-study/ https://www.nerdwallet.com/blog/engineering/machine-learning-platform-amazon-sagemaker/
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