Amazon SageMaker vs. Databricks 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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Databricks Notebooks

Logo of Databricks Notebooks

A notebook is a web-based interface to a document that contains runnable code, visualizations, and narrative text.

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Amazon SageMaker Databricks Notebooks
License Proprietary Proprietary
Ease of setup Fully managed (but hard) Fully managed
Native integrations Within AWS Data ingest tools
Collaboration Shared copies Real-time
Versioning Using git Native
Reproducibility Problematic Environment
Notebooks as products No Scheduled runs