Amazon SageMaker vs. nteract

The comparison of the two data science notebooks. Both of them are great tools!

The table below summarizes some of the main differences.

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Amazon SageMaker

Logo of Amazon SageMaker

Amazon SageMaker helps data scientists and developers to prepare, build, train, and deploy high-quality machine learning (ML) models quickly by bringing together a broad set of capabilities purpose-built for ML.

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nteract

Logo of nteract

nteract is an open-source organization committed to creating fantastic interactive computing experiences that allow people to collaborate with ease.

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Amazon SageMaker nteract
License Proprietary Open Source
Ease of setup Fully managed (but hard) Local
Native integrations Within AWS No
Collaboration Shared copies Using git
Versioning Using git Using git
Reproducibility Problematic Problematic
Notebooks as products No No