Amazon Sagemaker vs Husprey
Comparing two data science notebooks.
Amazon Sagemaker
Husprey
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.
Husprey provides a SQL data workspace designed for Data Analytics teams. Collaborate, analyze and share within your data team and with Business teams.
Setup
Can you self-host?
No, you must use a managed offering
Can you self-host?
No, you must use a managed offering
Features
Is it Jupyter compatible?
Jupyter-compatible
Is it Jupyter compatible?
Not Jupyter-compatible
Programming languages
Jupyter languages (e.g. Python, R)
Programming languages
SQL
What kind of data sources can you connect to?
Connect with Jupyter libraries (e.g. SQLAlchemy, psycopg2)
AWS
What kind of data sources can you connect to?
Connect to data warehouses (Google BigQuery, ClickHouse, etc.)
Connect to databases (PostgreSQL)
What kind of data visualization can you do?
Jupyter data visualization (e.g. Matplotlib, Altair, Plotly)
What kind of data visualization can you do?
UI for building charts
Reactivity
No reactivity, you decide the execution order
Reactivity
Unknown
Management
Reproducibility
There is no support for reproducibility
Reproducibility
Unknown
Comments
File-based (use GitHub)
Comments
Comment on items within a notebook
Notebook organization
View notebooks in a list
Notebook organization
View notebooks in a list
Licensing
License
Proprietary
License
Proprietary
Price
Free tier
Pay for compute
Price
Free tier
Pay-per-user
Alternatives to Amazon Sagemaker and Husprey
Compare Amazon Sagemaker and Husprey with other data science notebook tools.
| Tool | Setup | Jupyter compatibility | Programming languages | Data visualization | Collaborative editing | Pricing | License |
|---|---|---|---|---|---|---|---|
| Amazon Sagemaker | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Limited collaboration | Free and paid options | Proprietary |
| Husprey | Fully managed | None | SQL | Visualization UI builder | File-based or asynchronous collaboration | Free and paid options | Proprietary |
| Jupyter Compare with | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
| Google Colab Compare with | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Limited collaboration | Free and paid options | Proprietary |
| Deepnote Compare with | Fully managed | Jupyter-compatible | Jupyter, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
| Hex Compare with | Fully managed | Jupyter-compatible | Jupyter, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
| Databricks Notebooks Compare with | Self-hosted or fully managed | Jupyter-compatible | Jupyter | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
| DataCamp Workspace Compare with | Fully managed | Jupyter-compatible | Jupyter, SQL | Visualize with code or UI | Realtime collaboration | Free and paid options | Proprietary |
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| Kaggle Compare with | Fully managed | Jupyter-compatible | Jupyter | Visualize with code | Limited collaboration | Free | Proprietary |
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| VS Code Compare with | Self-hosted | Jupyter-compatible | Jupyter | Visualize with code | File-based or asynchronous collaboration | Free | Open source |
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| Count Compare with | Fully managed | None | SQL, Python | Visualization UI builder | Unknown | Unknown | Proprietary |