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Creating Brand-Aligned Images Using Generative AI

Image-generating technologies offer significant benefits for retail and consumer goods companies. By using generative models that produce both stylized and photo-realistic images from...
Engineering blog

Big Book of MLOps Updated for Generative AI

Last year, we published the Big Book of MLOps, outlining guiding principles, design considerations, and reference architectures for Machine Learning Operations (MLOps). Since...
Engineering blog

Implementing MLOps on Databricks using Databricks notebooks and Azure DevOps, Part 2

January 5, 2022 by Piotr Majer and Michael Shtelma in Engineering Blog
This is the second part of a two-part series of blog posts that show an end-to-end MLOps framework on Databricks, which is based...
Platform blog

Part 1: Implementing CI/CD on Databricks Using Databricks Notebooks and Azure DevOps

September 20, 2021 by Michael Shtelma and Piotr Majer in Platform Blog
Discussed code can be found here . This is the first part of a two-part series of blog posts that show how to...
Engineering blog

Automate continuous integration and continuous delivery on Databricks using Databricks Labs CI/CD Templates

CONTENTS Overview Why do we need yet another deployment framework? Simplifying CI/CD on Databricks via reusable templates Development lifecycle using Databricks Deployments How...