The posts in this folder are intended for sharing technical learnings from some of the challenges we have encountered in real world projects.
├─ architecture # Azure ML architecture docs
├─ develop # Docs on developing ML solutions
├─ media # Images for docs
├─ observability # Docs on infrastructure or application observability
├─ security # Docs on security related to ML projects- Guideline on data caching and data lineage tracking in ML projects
- Azure Machine Learning process design
- How to use custom software and depencies in Azure ML pipeline
- Azure DevOps Pipeline Overview
- How to run and debug Azure Machine Learning projects on local dev machine
- How to manage the different types of variables used in ML projects
- How to manage branches