# Azure Machine Learning examples

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

Repository: https://github.com/Azure/azureml-examples
Canonical: https://ross.abutalabs.com/products/azure-machine-learning-examples
Homepage: https://docs.microsoft.com/azure/machine-learning
Language: Jupyter Notebook
License: MIT
License Family: permissive
Topics: azure, azureml, ml, azure-machine-learning, data-science
Last push: 2026-08-26T14:06:24+00:00
Link (homepage): https://docs.microsoft.com/azure/machine-learning
Link (site_page): https://learn.microsoft.com/en-us/lifecycle/faq/internet-explorer-microsoft-edge
Link (site_page): https://learn.microsoft.com/en-us/azure/machine-learning/quickstart-create-resources?view=azureml-api-2

## Health v2 (maintenance only)
Score: 77/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 99, release rhythm 35, longevity 100
- inputs: {"age_days": 2203, "days_push": 7, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2027, forks 1663 (observed 2026-08-28T04:06:06.903151+00:00)

## What it is
A collection of Jupyter notebooks demonstrating how to build, train, and deploy machine learning and deep learning models using the Azure Machine Learning Python SDK. The v1 SDK notebook repository (MachineLearningNotebooks) is deprecated in favor of the v2 SDK samples repository (azureml-examples).

## Use cases
- learn how to train models with azureml sdk
- examples of deploying models on azure machine learning
- jupyter notebooks for azureml automl
- mlops pipeline examples with azure machine learning
- getting started with azure machine learning python sdk
- sample notebooks for azureml compute instances

## When to choose
- you are learning Azure Machine Learning and want runnable notebook examples
- you need reference code for training, AutoML, pipelines, or deployment on AzureML
- you are migrating to the v2 SDK and want up-to-date samples from azureml-examples

## When to avoid
- you need the deprecated v1 SDK samples for new projects
- you want a library or tool to install rather than example notebooks
- you use a cloud platform other than Azure

## Facets
- artifact type: learning-resource
- maturity: maintenance
- function: machine-learning, deep-learning, data-science, sdk
- domain: machine-learning, deep-learning, data-science, cloud-computing, tutorials
- platform: python, cloud, cross-platform
- tags: azure-machine-learning, jupyter-notebooks, mlops, azureml-sdk, examples, deprecated-v1

## Member repositories
- Azure/azureml-examples (main) score 77
- Azure/MachineLearningNotebooks (examples) score 28

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:06.903151+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:20:55.915831+00:00, confidence not recorded.
  - readme: https://github.com/Azure/azureml-examples (fetched 2026-08-28T04:06:06.903151+00:00, sha 75979d2b0df9)
  - homepage: https://docs.microsoft.com/azure/machine-learning (fetched 2026-08-29T09:08:31.772127+00:00, sha 828b296dde27)
  - site_page: https://learn.microsoft.com/en-us/azure/machine-learning/quickstart-create-resources?view=azureml-api-2 (fetched 2026-08-29T09:08:31.777694+00:00, sha 9a8029b4f6c9)
  - site_page: https://learn.microsoft.com/en-us/lifecycle/faq/internet-explorer-microsoft-edge (fetched 2026-08-29T09:08:31.775203+00:00, sha c363b2f43d4b)
- Data as of 2026-08-30T08:39:29.467469+00:00.