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Start free todayMLflow with Azure Machine Learning
Play MLflow with Azure Machine Learning
Description
We'll walk through the concepts and features of MLflow support in Azure Machine Learning. We'll be showing a few examples on how to manage your machine learning assets using MLflow in variety of workflows including GitHub Actions.
Jump To:
- [01:00] What is Mlflow?
- [02:16] Why MLflow is useful
- [03:35] Intro to using AzureML and MLflow together
- [05:20] Demo - How to start tracking with MLflow in AzureML
- [08:00] Demo – Using MLflow Projects with AzureML
- [10:33] Why use MLflow and AzureML together
- [16:23] Walk through CI/CD example with MLflow, AzureML and GitHub Actions
More Information:
- MLflow Tracking for ML experiments - Azure Machine Learning | Microsoft Docs
- MachineLearningNotebooks/how-to-use-azureml/ml-frameworks/using-mlflow at master Azure/MachineLearningNotebooks (github.com)
- MachineLearningNotebooks/how-to-use-azureml/track-and-monitor-experiments/using-mlflow at master · Azure/MachineLearningNotebooks (github.com)
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The Discussion
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Ruiz Francois I just wanted to know and tr
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rharding I am EE, Embedded and wireless engineer.
The 'backend' can be an external USB hard drive instead of cloud / azure on localhost first?
or perhaps i want everything on the local machine. Is this MLFLow a smart terminal emulator or what?
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rharding I develop OEM test equipment remote control for developers world wide of new products. i am experimenting to see how my hardware tools function with various cloud tools. I will puzzle piece things together where i need to. sometimes other hardware in the form of firmware and distributed computing makes more sense than on a pc host.
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