Amazon SageMaker Pipelines
What is Amazon SageMaker Pipelines?
It is the first purpose-built, easy-to-use continuous integration and continuous delivery (CI/CD) service for machine learning (ML). With SageMaker Pipelines, you can create, automate, and manage end-to-end ML workflows at scale.
Amazon SageMaker Pipelines is a tool in the Development & Training Tools category of a tech stack.
Key Features
Compose, manage, and reuse ML workflowsChoose the best models for deploying into productionAutomatic tracking of modelsBring CI/CD to machine learning
Amazon SageMaker Pipelines Pros & Cons
Pros of Amazon SageMaker Pipelines
No pros listed yet.
Cons of Amazon SageMaker Pipelines
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Amazon SageMaker Pipelines Alternatives & Comparisons
What are some alternatives to Amazon SageMaker Pipelines?
Jenkins
In a nutshell Jenkins CI is the leading open-source continuous integration server. Built with Java, it provides over 300 plugins to support building and testing virtually any project.
GitHub Actions
It makes it easy to automate all your software workflows, now with world-class CI/CD. Build, test, and deploy your code right from GitHub. Make code reviews, branch management, and issue triaging work the way you want.
Travis CI
Free for open source projects, our CI environment provides multiple runtimes (e.g. Node.js or PHP versions), data stores and so on. Because of this, hosting your project on travis-ci.com means you can effortlessly test your library or applications against multiple runtimes and data stores without even having all of them installed locally.
