# MLOps FAQ

> MLOps FAQ - Provides a list, with brief answers, of frequently asked MLOps deployment and monitoring
> questions. Answers link to complete documentation.

This Markdown file sits beside the HTML page at the same path (with a `.md` suffix). It summarizes the topic and lists links for tools and LLM context.

Companion generated at `2026-04-24T16:03:56.573512+00:00` (UTC).

## Primary page

- [MLOps FAQ](https://docs.datarobot.com/en/docs/classic-ui/mlops/mlops-faq.html): Full documentation for this topic (HTML).

## Related documentation

- [Classic UI documentation](https://docs.datarobot.com/en/docs/classic-ui/index.html): Linked from this page.
- [MLOps](https://docs.datarobot.com/en/docs/classic-ui/mlops/index.html): Linked from this page.
- [DataRobot models](https://docs.datarobot.com/en/docs/classic-ui/modeling/build-models/build-basic/model-data.html): Linked from this page.
- [Custom inference models](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment/custom-models/custom-model-workshop/custom-inf-model.html): Linked from this page.
- [registered as model packages](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment/registry/reg-create.html#register-external-model-packages): Linked from this page.
- [MLOps agent](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment/mlops-agent/index.html): Linked from this page.
- [predictions interface](https://docs.datarobot.com/en/docs/classic-ui/predictions/batch/batch-dep/batch-pred.html): Linked from this page.
- [download and configure Scoring Code](https://docs.datarobot.com/en/docs/classic-ui/predictions/port-pred/scoring-code/sc-download-deployment.html): Linked from this page.
- [with the Portable Prediction Server](https://docs.datarobot.com/en/docs/classic-ui/predictions/port-pred/pps/portable-batch-predictions.html): Linked from this page.
- [Python Scoring Code](https://docs.datarobot.com/en/docs/classic-ui/predictions/realtime/code-py.html): Linked from this page.
- [Prediction API](https://docs.datarobot.com/en/docs/api/reference/predapi/legacy-predapi/dr-predapi.html): Linked from this page.
- [Prediction environments](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment/prediction-env/index.html): Linked from this page.
- [Accuracy](https://docs.datarobot.com/en/docs/classic-ui/mlops/monitor/deploy-accuracy.html): Linked from this page.
- [add actuals](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment-settings/accuracy-settings.html#add-actuals): Linked from this page.
- [Service Health](https://docs.datarobot.com/en/docs/classic-ui/mlops/monitor/service-health.html): Linked from this page.
- [Data Drift](https://docs.datarobot.com/en/docs/classic-ui/mlops/monitor/data-drift.html): Linked from this page.
- [reference the documentation](https://docs.datarobot.com/en/docs/classic-ui/mlops/manage-mlops/deploy-inventory.html): Linked from this page.
- [Replace model](https://docs.datarobot.com/en/docs/classic-ui/mlops/manage-mlops/deploy-replace.html): Linked from this page.
- [Humilitytab](https://docs.datarobot.com/en/docs/classic-ui/mlops/governance/humble.html): Linked from this page.
- [configure rules](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment-settings/humility-settings.html): Linked from this page.
- [Portable Prediction Server (PPS)](https://docs.datarobot.com/en/docs/classic-ui/predictions/port-pred/pps/portable-pps.html): Linked from this page.
- [create an external prediction environment](https://docs.datarobot.com/en/docs/classic-ui/mlops/deployment/ext-model-prep/ext-pred-env.html): Linked from this page.
- [real-time predictions](https://docs.datarobot.com/en/docs/classic-ui/predictions/port-pred/pps/pps-run-modes.html): Linked from this page.
- [Scoring Code](https://docs.datarobot.com/en/docs/classic-ui/predictions/port-pred/scoring-code/index.html): Linked from this page.

## Documentation content

# MLOps FAQ