Amazon SageMaker vs. Kaggle Notebooks

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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Kaggle Notebooks

Logo of Kaggle Notebooks

Explore and run machine learning code with Kaggle Notebooks, a cloud computational environment that enables reproducible and collaborative analysis.

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Amazon SageMaker Kaggle Notebooks
License Proprietary Proprietary
Ease of setup Fully managed (but hard) Fully managed
Native integrations Within AWS Kaggle Datasets
Collaboration Shared copies Shared copies
Versioning Using git Native
Reproducibility Problematic Environment
Notebooks as products No Articles