Amazon SageMaker vs. Zeppelin

The comparison of the two data science notebooks. Both of them are great tools!

The table below summarizes some of the main differences.

See all notebooks

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.

Read more

Zeppelin

Logo of Zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

Read more
Amazon SageMaker Zeppelin
License Proprietary Open Source
Ease of setup Fully managed (but hard) Local (hard) or on a server (hard)
Native integrations Within AWS No
Collaboration Shared copies Asynchronous (on server)
Versioning Using git Using git
Reproducibility Problematic Problematic
Notebooks as products No No