Amazon SageMaker vs. Facebook Bento

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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Facebook Bento

An internal Facebook tool, presented at JupyterCon 2020.

Amazon SageMaker Facebook Bento
License Proprietary Proprietary
Ease of setup Fully managed (but hard) N/A
Native integrations Within AWS Internal data stores
Collaboration Shared copies Asynchrounous
Versioning Using git Unclear
Reproducibility Problematic Unclear
Notebooks as products No Reports