Azure MLOps custom pipeline tutorial for beginners

This is a tutorial for setting up a full MLOps pipeline using Azure

MLOps Azure Tutorial

My personal hands-on lab exercises for the Microsoft Learning Paths exploring Azure MLops

For the MLops and Azure tutorial

Automation tutorial for end-to-end MLOps in Azure

End-to-end MLOps project tutorial by Krish Naik using DVC, AWS, & Azure to do Chicken Disease image classification

runs along the AzureML tutorial at: https://microsoftlearning.github.io/mslearn-mlops/ (https://learn.microsoft.com/en-us/training/modules/use-azure-machine-learn-job-for-automation/5-exercise)

This repo serves as a template for developing and deploying a machine learning model as online endpoint in azure. It was built based on MLOps principles and contains strategies for monitoring and CI/CD/CT. In the future new repos will be created with tutorials on how to use this template in different tasks like CV,LLM's and Tabular Data.