Can you share success stories of AWS customers performing ML CI/CD?

0

I want to create simple templates for scientists so that they can fit their models easily into a continuous integration/continuous delivery (CI/CD) pipeline. I want to know about success stories of AWS customers performing CI/CD on machine learning pipelines.

1 réponse
1
Réponse acceptée

Amazon has released the [Amazon SageMaker Pipelines][1] that are the first purpose-built CI/CD service for machine learning: [1]: https://aws.amazon.com/sagemaker/pipelines/

For more information, see [New – Amazon SageMaker Pipelines brings DevOps capabilities to your machine learning projects] [2] [2]: https://aws.amazon.com/blogs/aws/amazon-sagemaker-pipelines-brings-devops-to-machine-learning-projects/

Additionally, we have a case-study where a customer created one on their own for model development using Airflow. For more information, see [NerdWallet uses machine learning on AWS to power recommendations platform][3] and [Using Amazon SageMaker to build a machine learning platform with just three engineers][4]. [3]: https://aws.amazon.com/solutions/case-studies/nerdwallet-case-study/ [4]: https://www.nerdwallet.com/blog/engineering/machine-learning-platform-amazon-sagemaker/

répondu il y a 4 ans
profile picture
EXPERT
vérifié il y a 2 mois

Vous n'êtes pas connecté. Se connecter pour publier une réponse.

Une bonne réponse répond clairement à la question, contient des commentaires constructifs et encourage le développement professionnel de la personne qui pose la question.

Instructions pour répondre aux questions