Post
Data Science & Analytics
2mo
julmivictor
·
currently not working
What is the use of CI/CD for the Data Scientist?
As a fresher. When I started getting involved with the production environment so I don't know what it is? Can anyone explain to me how to learn it.
Thank you for your time 🙏
cerealkiller
2mo
works at
what’s your first step in learning the tools like Jenkins or GitLab for this process?
majnubhai
2mo
works at
CI/CD for data scientists means automating model testing, version control, and deployment. Have you already started using any tools for version control, like Git, in your data science projects?
tiddey
2mo
An Analyst
For data scientists, CI/CD is crucial for smooth collaboration between data engineers and machine learning teams. Do you think learning CI/CD will help you work more efficiently with production teams.
a team lead
2mo
It’s definitely helpful for automating the whole lifecycle of a model. Have you thought about any specific CI/CD tools or platforms like Jenkins, CircleCI, or GitLab that you’d want to learn more about?
bugmaster
2mo
works at
As a fresher, learning CI/CD in data science can seem challenging, but it’s worth it for productionalizing models. Have you had a chance to try setting up any basic pipeline for a project yet?
wineymoose
2mo
An Operations Manager
How do you plan to integrate version control and automated testing into your data science workflow?
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