Amazon SageMaker vs. Google Colab

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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Google Colab

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Colab notebooks allow you to combine executable code and rich text in a single document, along with images, HTML, LaTeX and more.

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Amazon SageMaker Google Colab
License Proprietary Proprietary
Ease of setup Fully managed (but hard) Fully managed
Native integrations Within AWS Google Drive
Collaboration Shared copies Shared copies
Versioning Using git No
Reproducibility Problematic Problematic
Notebooks as products No Parametrized inputs