# Model serving architectures

DevFeed: [Model serving architectures](<https://devfeed.tech/articles/model-serving-architectures-28608.md>)

Original publisher: [Read original article](<https://www.marvelousmlops.io/p/model-serving-architectures>)

Author: Maria Vechtomova

Published: 2025-08-01T17:39:58Z

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>), [model-serving](<https://devfeed.tech/topics/model-serving.md>), [model-deployment](<https://devfeed.tech/topics/model-deployment.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [Python](<https://devfeed.tech/topics/python.md>), [Low Latency](<https://devfeed.tech/topics/low-latency.md>), [SDK](<https://devfeed.tech/topics/sdk.md>), [real-time](<https://devfeed.tech/topics/real-time.md>)

Tags: [batch](<https://devfeed.tech/tags/batch.md>), [databricks](<https://devfeed.tech/tags/databricks.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [latency](<https://devfeed.tech/tags/latency.md>), [mlops](<https://devfeed.tech/tags/mlops.md>), [model-serving](<https://devfeed.tech/tags/model-serving.md>), [python](<https://devfeed.tech/tags/python.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [sdk](<https://devfeed.tech/tags/sdk.md>)

## AI overview

Lecture 5 in an MLOps with Databricks course explains model serving architectures on Databricks. It covers batch prediction and feature serving, model serving, and model serving with feature lookup, including serverless infrastructure and endpoint-based access.

## Source excerpt

Lecture 5 of MLOps with Databricks course