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, 20231Apr 11, 20231
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, 20242Aug 11, 20242
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, 20242Jul 24, 20242
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
Published inMarvelous MLOpsDagger — CI/CD as Code that Runs AnywhereWritten with Arne Müller.Feb 27, 20245Feb 27, 20245
Published inMarvelous MLOpsMLOps learning resourcesGetting started with MLOps is not easy. In one of the previous posts, we shared the MLOps roadmap for 2024. In this post, we share…Jan 21, 20242Jan 21, 20242
