Amazon SageMaker vs. CoCalc

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

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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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CoCalc

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Your best choice for teaching remote scientific courses!

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Amazon SageMaker CoCalc
License Proprietary Open Source
Ease of setup Fully managed (but hard) Fully managed + self-hosting
Native integrations Within AWS No
Collaboration Shared copies Real-time
Versioning Using git Native
Reproducibility Problematic Environment
Notebooks as products No No