PinnedVechtomova MariainMarvelous 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
Vechtomova MariainMarvelous 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…5d ago5d ago
Vechtomova MariainMarvelous 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 23Jun 23
Vechtomova MariainMarvelous MLOpsDagger — CI/CD as Code that Runs AnywhereWritten with Arne Müller.Feb 275Feb 275
Vechtomova MariainMarvelous 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 212Jan 212
Vechtomova MariainMarvelous MLOpsMLOps roadmap 2024The MLOps engineer role is different from an ML engineer role. Even though the role varies from company to company, in general, ML…Dec 21, 202319Dec 21, 202319
Vechtomova MariainMarvelous MLOpsSecurity-aware MLOpsMachine learning engineers and data scientists are not always aware of best security practices, which creates real risks. MLSecOps became a…Dec 3, 20231Dec 3, 20231
Vechtomova MariainMarvelous MLOpsGetting started with Databricks asset bundlesIf you have ever worked with Databricks, you have noticed that there are multiple ways to deploy a Databricks job with all its…Nov 12, 20231Nov 12, 20231
Vechtomova MariainMarvelous MLOpsBalancing Bottles & ModelsCo-written with Reem Mahmoud, PhDOct 10, 2023Oct 10, 2023
Vechtomova MariainMarvelous MLOpsMonitoring and retraining strategies for demand forecasting modelsCo-authored with Hakim ElakhrassOct 5, 2023Oct 5, 2023
