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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

aoai-example-scenarios

Example notebooks walking through foundational concepts relating to the use of the Azure Open AI service.

automatic-number-plate-recognition-poc

Number plate recognition proof of concept using Azure Cognitive Services

azure-data-explorer-condition-based-alerting

This repository contains a demo of how condition-based alerting could work with Azure Data Explorer.

azure-databricks-containers-mlops-example-scenarios

Prescriptive guidance for building, deploying, and monitoring machine learning models with Azure Databricks using containers in line with MLOps principles and practices.

azure-databricks-containers-mlops-example-scenarios-test

azure-databricks-mlops-example-scenarios

Prescriptive MLOps scenarios for building, deploying and monitoring machine learning models with Azure Databricks.

azure-docs

Open source documentation of Microsoft Azure

azure-ml-mlops-example-scenarios

Prescriptive MLOps scenarios for building, deploying and monitoring machine learning models with Azure Machine Learning.

azure-open-ai-example-scenarios

This project demonstrates a small-scale proof-of-concept deployment of an enterprise chatbot leveraging the power of Azure OpenAI and Azure AI Search, built and deployed using Streamlit. Utilizing the Retrieval-Augmented Generation (RAG) pattern.

azure-openai-prompt-engineering-experiments

Prompt engineering experiments with Azure OpenAI using GPT-3.5-turbo

azure-quickstart-templates

Azure Quickstart Templates

azureml-feature-store-hack

This repository contains notebooks to support a developer-focused hands-on self-directed hackathon that demonstrates how to use the Azure ML Feature Store to manage and share features.

azureml-v1-batch-deployment-template

Simple MLOps template for batch scoring using Azure Machine Learning and Azure DevOps

azureml-v1-deployment-templates

Simple MLOps templates for real time or batch scoring workflow using Azure Machine Learning and Azure DevOps

azureml-v1-platform-deployment-template

Simple template for a data science platform using Azure Machine Learning

azureml-v1-real-time-deployment-template

Simple MLOps template for real time model deployments using Azure Machine Learning and Azure DevOps

devops-for-data-and-ai-learning-series

Foundational DevOps sessions targeted towards Data & AI Cloud Solution Architects of Australia

mlops-example-scenarios-test

model-interpretability-data-drift-meetup

Artifacts for the Model Interpretability and Data Drift meetup talk from the Citizen Data Scientists Melbourne group

modern-data-warehouse-dataops

DataOps for the Modern Data Warehouse on Microsoft Azure. https://aka.ms/mdw-dataops.

open-sauced

🍕 This is a project to identify your next open source contribution.

opt-search-index-for-llm

Optimized creation and maintenance of search index that can be used by GenAI applications to provide context for LLMs to answer user queries. This repo will be setup to work on public websites.

powerbiadoption

Power BI Adoption Framework

purview-lab

test