azureml

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

MLOps examples

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

MLOps using Azure ML Services and Azure DevOps

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...

HI-ML toolbox for deep learning for medical imaging and Azure integration

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Operationalize a video anomaly detection model with Azure ML

Azure Machine Learning SDK for R

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Official Azure Reference Architectures for AI workloads

Example of using HyperDrive to tune a regular ML learner.

Architecture for deploying real-time scoring of machine learning models using Azure Machine Learning

Distributed Deep Learning using AzureML

ML DevOps using GitHub Actions and Azure Machine Learning

Open-source Python library to audit ML pipelines for privacy vulnerabilities - MIA, PII leakage, model inversion

A workshop for doing MLOps on Azure Machine Learning

Azure Machine Learning Cheat Sheets

AKS Deployment Tutorial