[{"data":1,"prerenderedAt":704},["ShallowReactive",2],{"/en-us/blog/dotscience-mlops-integration/":3,"navigation-en-us":36,"banner-en-us":450,"footer-en-us":463,"Chris Sterry, Dotscience":675,"next-steps-en-us":689},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"seo":8,"content":16,"config":26,"_id":29,"_type":30,"title":31,"_source":32,"_file":33,"_stem":34,"_extension":35},"/en-us/blog/dotscience-mlops-integration","blog",false,"",{"title":9,"description":10,"ogTitle":9,"ogDescription":10,"noIndex":6,"ogImage":11,"ogUrl":12,"ogSiteName":13,"ogType":14,"canonicalUrls":12,"schema":15},"Dotscience announces MLOps integration with GitLab","The combination of GitLab and Dotscience provides a fully integrated DevOps & MLOps platform.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749680952/Blog/Hero%20Images/dotscience-gitlab.png","https://about.gitlab.com/blog/dotscience-mlops-integration","https://about.gitlab.com","article","\n                        {\n        \"@context\": \"https://schema.org\",\n        \"@type\": \"Article\",\n        \"headline\": \"Dotscience announces MLOps integration with GitLab\",\n        \"author\": [{\"@type\":\"Person\",\"name\":\"Chris Sterry, Dotscience\"}],\n        \"datePublished\": \"2019-12-18\",\n      }",{"title":9,"description":10,"authors":17,"heroImage":11,"date":19,"body":20,"category":21,"tags":22},[18],"Chris Sterry, Dotscience","2019-12-18","\n\nToday, I am proud to announce our new partnership with GitLab and [Dotscience](https://dotscience.com). GitLab and Dotscience are passionate about bringing [DevOps tools](/topics/devops/) and processes to the AI/ML ecosystem with the goal of achieving MLOps. The combination of GitLab and Dotscience provides a fully integrated DevOps & MLOps platform by combining source repository, issue tracking, and continuous integration. Together we can offer a machine learning environment that provides the ability to build, train, deploy, monitor, reproduce data, code, and models, and collaborate on notebooks.\n\n## Dotscience and GitLab integration\n\nThe integration highlights include the following:\n\n* Combine Dotscience and GitLab to achieve a complete DevOps & MLOps platform\n* Apply the same merge request workflow you know and love in GitLab to AI & ML projects with [Jupyter](https://jupyter.org) Notebooks, data, parameters & metrics with Dotscience\n* Customize the Docker images you build in Dotscience by implementing the Docker build step of deploying an ML model to production as a GitLab repo, custom Dockerfile + build pipeline\n\n## Let’s see it in action\n\n[Luke Marsden](https://uk.linkedin.com/in/luke-marsden-71b3789) and I sat down with [Tina Sturgis](/company/team/#TinaS), manager of partner marketing at GitLab, and provided a little overview of the integration.\n\n\u003C!-- blank line -->\n\u003Cfigure class=\"video_container\">\n  \u003Ciframe src=\"https://www.youtube.com/embed/xIyoq6gnyEo\" frameborder=\"0\" allowfullscreen=\"true\"> \u003C/iframe>\n\u003C/figure>\n\u003C!-- blank line -->\n\nReady to give it a spin? 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