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aml-demo

Demo Materials / Lightweight Lab for Azure Machine Learning

aml-github

MLOps using Azure Machine Learning and Github Actions

aml-workshop

A lightweight, guided AML Workshop

amlsecurity

How to provision Azure Machine Learning workspace and related resources in a secure way

azure-cognitive-search-azure-openai-accelerator

Virtual Assistant - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure Search + Azure SQL + LangChain + CosmosDB

azure-machine-learning-terraform

An example repo for provisioning a complete Azure Machine Learning environment through Terraform

azure-r-workshop

Lightweight guided workshop for using R in Azure using Azure Machine Learning and Azure Databricks

azure-rmodel-devops

A sample repo to demonstrate R model development in Azure Databricks, with subsequent deployment to Azure Databricks for batch jobs, or a docker container for request/response. Pipelines are built with Azure DevOps and include unit testing.

azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

azuremachinelearninggallery

Azure Machine Learning Gallery enables our growing community of developers and data scientists to share their machine learning pipelines, components, etc. to accelerate productivity in the machine learning lifecycle.

azureml-examples

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

azureml-r

Examples and assets related to using R with AzureML

azureml-r-template

Patterns and examples for running R code with Azure Machine Learning

azureml.mlflow

Helper functions for using R and MLflow with Azure Machine Learning

business-process-automation

Business process automation solution accelerator using Azure services

custmod

Custom R Modules for Azure Machine Learning

dais-cow-bff

Code for the "Bridging the Production Gap" DAIS 2023 talk

data-model-drift

Managing Data and Model Drift with Azure Machine Learning

devops-starter-test

devx-tech-summit-fy24

Labs for learning about the Databricks developer experience

edge-ml-for-manufacturing

Deploying and Maintaining Models on the Edge in Manufacturing

forecasting

Time Series Forecasting Best Practices & Examples

get-started-mlops

large-language-models

Notebooks for Large Language Models (LLMs) Specialization

mfg-llm-qa-bot

mlops-databricks

MLOps using Azure Databricks, Azure DevOps and Azure ML Services

mlops-project-template

mlops-r-gha

mlops-templates

mlops-v2

Azure MLOps (v2) solution accelerators.