Code Ocean VPC
Code Ocean | 3.0.2Linux/Unix, Amazon Linux 2.0.20240719.0 - 64-bit Amazon Machine Image (AMI)
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No better way to ensure that yoru computational analysis is transparent, reproducible and reusable
What do you like best about the product?
Very accessible for users with deep or shallow computational expertise
An efficient way to share your work with colleagues and the world
Encourage best practices and ensure efficient collaboration within the team
An efficient way to share your work with colleagues and the world
Encourage best practices and ensure efficient collaboration within the team
What do you dislike about the product?
Always watch out for the cloud costs!
GPUs can be expensive, not a Code Ocean thing but still be aware
GPUs can be expensive, not a Code Ocean thing but still be aware
What problems is the product solving and how is that benefiting you?
Computational analysis of large-scale radiological and genomics data for heathcare
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Code Ocean is a platform for building and growing effective computational teams
What do you like best about the product?
Easy to use, develop and share functional code that is web executable without any devops or software engineering requirements.
What do you dislike about the product?
If you have a local and cloud setup, it is difficult to move back and forth
What problems is the product solving and how is that benefiting you?
I have built my team operation around Code Ocean. We generated template capsules that provide 90% of each analysis type and data scientists do the remaning 10% per analysis. We created standards, speed and effective output. It was easy to deliver to biolgoists for use without any software engineering. I loved that I was able to capture all input and output in databases with no effort. Finally, every plot and every analysis is tracked and is reproducible.
reproducible, professional data science deliverables
What do you like best about the product?
CodeOcean provides data science teams with a centralized, managed, remote cloud workspace to not only develop and test new analyses using your favorite IDE (Posit Studio, VSCode, Jupyter), but to reliably and effortlessly deliver the outputs of those analyses to stakeholders in a way that is 100% reproducible, traceable, shareable, and reusable.
What do you dislike about the product?
CodeOcean may not be a good organizational fit for teams that already have cloud/dev-ops engineers, or who are developing analytic data analysis software products for web or mobile platforms.
What problems is the product solving and how is that benefiting you?
CodeOcean allows data scientists on my team to do their normal day-to-day work in a familiar IDE environment, while abstracting (and hiding) away nearly all of the cloud, git, and container devops work required for their results to be reproducible and reusable. This yields savings in time and effort, not to mention avoiding frustrations with otherwise native cloud computing environments. CodeOcean compute capsules capture everything about a data analysis necessary to return at a later date, obtain consistent results, and make updates while not losing track of output versioning and provenance.
A Convenient Platform for Collaborative Coding
What do you like best about the product?
Code Ocean provides a user-friendly interface, allowing multiple users to work together, locally or remotely, on coding projects seamlessly.
What do you dislike about the product?
The performance may occasionally lag when handling large or resource-intensive projects.
What problems is the product solving and how is that benefiting you?
Code Ocean solves the problem of collaborative coding by providing a platform that promotes effective teamwork, enhances accessibility, supports various programming languages, and improves productivity.
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