You have to be signed in to use this resource.
Introduction to machine learning operations (MLOps) - Microsoft
Machine learning operations (MLOps) applies DevOps principles to machine learning projects. Learn about which DevOps principles help in scaling a machine learning project from experimentation to production.
You will learn
- Introduction to DevOps principles for machine learning
- Source control for machine learning projects
- Automate machine learning workflows
- Continuous deployment for machine learning
Prerequisites
Some familiarity with machine learning and Azure Machine Learning.
Resource details
| Contributed by: | Generative AI |
| Authored by: |
|
| Licence: | More information on licences |
| First contributed: | 02 July 2025 |
| Audience access level: | Full user |
Share this resource
Report an issue with this resource
You may report a resource, for example, if there is an issue with copyright infringement, breach of personal data, factual inaccuracies, typing errors or safety concerns. The type of issue will determine whether the resource is immediately removed from the platform or if the contributor is asked to make amendments. You can report a resource from the resource information page or by contacting the Learning Hub support team.
You can contact the Learning Hub support team by completing the support form or if you have a general enquiry you can email enquiries@learninghub.nhs.uk.