# CI/CD & Deployment Strategies

DevFeed: [CI/CD & Deployment Strategies](<https://devfeed.tech/articles/ci-cd-deployment-strategies-28597.md>)

Original publisher: [Read original article](<https://www.marvelousmlops.io/p/cicd-and-deployment-strategies>)

Author: Başak Tuğçe Eskili

Published: 2025-08-04T19:12:07Z

Content type: tutorial

Language: en

Sources: [MarvelousMLOps](<https://devfeed.tech/sources/marvelousmlops.md>)

Topics: [databricks](<https://devfeed.tech/topics/databricks.md>), [MLOps](<https://devfeed.tech/topics/mlops.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [Access Control](<https://devfeed.tech/topics/access-control.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [ci](<https://devfeed.tech/tags/ci.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [databricks](<https://devfeed.tech/tags/databricks.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [mlops](<https://devfeed.tech/tags/mlops.md>), [permissions](<https://devfeed.tech/tags/permissions.md>)

## AI overview

Lecture 8 in an MLOps with Databricks course explains how to organize machine learning data and assets with Unity Catalog, Workspaces, catalogs, schemas, and access controls. It also introduces CI/CD pipelines for automating deployments.

## Source excerpt

Lecture 8 of MLOps with Databricks course