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Deploying a Machine Learning Model with Azure ML Pipelines

vladiliescu.net · published 30 December 2020

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https://developers.google.com/machine-learning/crash-course/static-vs-dynamic-inference/video-lecture
developers.google.com
https://en.wikipedia.org/wiki/Big_ball_of_mud
en.wikipedia.org
https://en.wikipedia.org/wiki/Robert_C._Martin
en.wikipedia.org
https://en.wikipedia.org/wiki/SOLID
en.wikipedia.org
https://en.wikipedia.org/wiki/Single-responsibility_principle
en.wikipedia.org
https://en.wikipedia.org/wiki/Open%E2%80%93closed_principle
en.wikipedia.org
https://en.wikipedia.org/wiki/Liskov_substitution_principle
en.wikipedia.org
https://en.wikipedia.org/wiki/Interface_segregation_principle
en.wikipedia.org
https://en.wikipedia.org/wiki/Dependency_inversion_principle
en.wikipedia.org
https://docs.microsoft.com/en-us/azure/machine-learning/concept-ml-pipelines?WT.mc_id=AI-MVP-5003183
docs.microsoft.com
https://docs.microsoft.com/en-us/azure/machine-learning/concept-designer?WT.mc_id=AI-MVP-5003183
docs.microsoft.com
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-create-machine-learning-pipelines?WT.mc_id=AI-MVP-5003183
docs.microsoft.com
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-configure-environment
docs.microsoft.com
https://ml.azure.com
ml.azure.com
https://github.com/vladiliescu/blog-deploying-models-with-azure-ml-pipelines
github.com
https://docs.microsoft.com/en-us/azure/machine-learning/concept-workspace?WT.mc_id=AI-MVP-5003183
docs.microsoft.com
https://docs.microsoft.com/en-us/azure/machine-learning/concept-azure-machine-learning-architecture
docs.microsoft.com
https://docs.microsoft.com/en-us/python/api/azureml-core/azureml.core.runconfig.runconfiguration?WT.mc_id=AI-MVP-5003183
docs.microsoft.com
https://docs.microsoft.com/en-us/python/api/azureml-pipeline-core/azureml.pipeline.core.pipeline.pipeline?WT.mc_id=AI-MVP-5003183
docs.microsoft.com
https://docs.microsoft.com/en-us/python/api/azureml-pipeline-core/azureml.pipeline.core.schedule.schedulerecurrence?WT.mc_id=AI-MVP-5003183
docs.microsoft.com
https://x.com/vladiliescu/status/1346101816799461376?ref_src=twsrc%5Etfw
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https://t.co/QoSzI8Qpmq
t.co