7 of the Best Alternatives to Domino Data Lab 2022 (With Free Compute)
Domino Data Lab is an enterprise MLOps platform for data scientists. It includes major analytics tools in Python and R, enabling scale and collaboration.
That said, Domino Data Lab is known to be expensive and has had some drawbacks. If you found this article online, you may be looking for some alternatives.
In this list, we went out to find the several alternatives to Domino Data Lab. Some offer free tiers and enterprise plans, and others just a free trial. Some offer a strictly hosted notebook in the cloud, while others feature a full suite of tools beyond the notebook.
Each listing will let you know if it’s free, if there’s an enterprise version, and what you get!
1. Saturn Cloud
Saturn Cloud is a data science platform for scalable Python, R, and Julia for teams and individuals. It offers free and enterprise tiers to meet the needs of new data scientists as well as experienced teams.
Without having to switch any tools, Saturn provides a flexible environment where data scientists can launch high-powered notebooks (Jupyter, R, VS Code, and more) in the cloud, quickly use Dask clusters, GPUs, deploy cloud resources to expand their data science capabilities, collaborate throughout an entire project lifecycle, and more. Get started for free here.
Amazon SageMaker provides purpose-built tools for machine learning operations (MLOps) to help teams automate and standardize processes across the ML lifecycle. Using SageMaker MLOps tools, you can train, test, troubleshoot, deploy, and govern ML models at scale to boost productivity of data scientists and ML engineers while maintaining model performance in production. Learn more about their free tier here.
Paperspace Gradient is an end-to-end machine learning platform where individuals and teams can build, train, and deploy Machine Learning models of any size and complexity.Paperspace offers a free plan with limits to CPU and GPU machines. They also offer paid plans for greater access.
Azure Machine Learning studio is a web portal in Azure Machine Learning that contains low-code and no-code options for project authoring and You can start for free with a $200 credit to use within 30 days. While you have your credit, get free amounts of many of their most popular services, plus free amounts of 40+ other services that are always free. Learn more here
Deepnote is a special-purpose notebook for collaboration. It is Jupyter-compatible. Deepnote has a free tier with limits on features; they also offer an enterprise tier.
Noteable is a collaborative notebook platform and supports no-code visualization. Notable offers a free tier and an enterprise tier.
CoCalc is a web-based cloud computing and course management platform for computational mathematics. CoCalc is available with free and enterprise plans.
Whether you’re an individual or a team, the solutions above cover a wide variety of options and are some of the highest used tools for data science and MLops. If you’d like to contribute to this article, reach out to firstname.lastname@example.org.
About Saturn Cloud
Saturn Cloud is your all-in-one solution for data science & ML development, deployment, and data pipelines in the cloud. Spin up a notebook with 4TB of RAM, add a GPU, connect to a distributed cluster of workers, and more. Join today and get 150 hours of free compute per month.