PinnedPublished inMarvelous MLOpsAbout Marvelous MLOpsHey there! We’re Başak and Maria, friends and colleagues who share a love for Marvel and MLOps. When we decided to start a blog, we asked…Apr 11, 2023A response icon1Apr 11, 2023A response icon1
Published inMarvelous MLOpsHow to debug ML deployments 20x faster: test Databricks model deployments locallyBy Maria Vechtomova and Mehmet Acikgoz.May 1May 1
Published inMarvelous MLOpsNavigating Databricks developer toolsDeveloping on Databricks outside of Databricks environment is challenging, and there are 4 main developer tools Databricks provides:Feb 1Feb 1
Published inMarvelous MLOpsDeveloping on Databricks (without compromises)Environment reproducibility and making sure that development and production environments are in sync is one of the important principles…Oct 14, 2024Oct 14, 2024
Published inMarvelous MLOpsTop data & AI conferences to attend in (the rest of) 2024September - December is one of the busiest times of the year when it comes to conferences. Everyone is recharged after the summer break. We…Sep 3, 2024Sep 3, 2024
Published inMarvelous MLOpsMLOps with Databricks Roadmap & Course AnnouncementAs experienced Databricks users, we prepared a curated list of resources to help you navigate different aspects of MLOps, particularly…Aug 16, 2024Aug 16, 2024
Published inMarvelous MLOpsDealing with private Python packages in Databricks Asset Bundles: part 1When working on multiple data projects, you start seeing some patterns emerge. Often, you use the same approach to clean, process, and…Aug 11, 2024A response icon4Aug 11, 2024A response icon4
Published inMarvelous MLOpsLessons learned from migrating models to Unity CatalogSince Databricks introduced Unity Catalog, all features require Unity Catalog-enabled workspaces to work properly. You should now also…Jul 24, 2024A response icon2Jul 24, 2024A response icon2
Published inMarvelous MLOpsModel serving architectures on DatabricksMany different components are required to bring machine learning models to production. I believe that machine learning teams should aim to…Jul 8, 2024Jul 8, 2024
Published inMarvelous MLOpsGetting started with Databricks Feature ServingDatabricks has recently announced the general availability of the Feature Serving in March 2024. This functionality is useful when exposing…Jun 23, 2024Jun 23, 2024
