Practical overview
When it fits
Use it when you need notebook-form examples for Azure Machine Learning SDK v1 workflows and can work with the required Azure ML packages.
Who it is for
- Developers learning or exploring Azure Machine Learning SDK workflows through notebook examples.
- Users working with the repository's v1 SDK samples.
Documented uses
- Study notebook examples of training machine-learning models with Azure ML.
- Explore deep-learning example notebooks.
- Review Azure ML SDK workflows for model deployment.
Requirements & limits
The repository is public and identifies an MIT license.
- The README recommends Azure Machine Learning Compute Instances for running the notebooks without additional setup.
- Other development environments can be used when the correct azureml packages are installed.
- The repository is deprecated for SDK v1 and will not be monitored or updated; the README directs users to the v2 samples repository for up-to-date examples.
Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.
Prepare a development environment for the notebooks
Set up the documented Python package prerequisite for using the Azure ML SDK notebooks outside a Compute Instance.
Before you start
- A development environment capable of installing Python packages.
Steps
Install the azureml-core package.
Install additional azureml packages as needed for the notebook, such as the documented MLflow, dataset, AutoML or pipeline packages.
Expected outcome
The environment has the documented core Azure ML SDK package and any additional packages required by the selected notebook.
Guide limitations
- The README does not specify package versions.
- Additional packages depend on the notebook being used.
- The repository's examples target the deprecated v1 SDK and will not be monitored or updated.
Sources & review
Source record details
- Source availability
- Active
- Sources checked
- 14 October 2026
- Original website title
- Azure/MachineLearningNotebooks · Official homepage title · retained in its source language
Related options
Azure Machine Learning v2 samples — The repository README directs users to this collection for current examples covering model building, training and deployment with Azure ML's newer features.