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Title: GitHub - FlorianPydde/MachineLearningNotebooks: Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft · GitHub

Open Graph Title: GitHub - FlorianPydde/MachineLearningNotebooks: Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft

X Title: GitHub - FlorianPydde/MachineLearningNotebooks: Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft

Description: Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft - FlorianPydde/MachineLearningNotebooks

Open Graph Description: Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft - FlorianPydde/MachineLearningNotebooks

X Description: Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft - FlorianPydde/MachineLearningNotebooks

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	https://github.com/FlorianPydde/MachineLearningNotebooks#azure-machine-learning-service-example-notebooks
Azure Machine Learning	https://azure.microsoft.com/en-us/services/machine-learning-service/
	https://raw.githubusercontent.com/MicrosoftDocs/azure-docs/master/articles/machine-learning/service/media/overview-what-is-azure-ml/aml.png
	https://github.com/FlorianPydde/MachineLearningNotebooks#quick-installation
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	https://github.com/FlorianPydde/MachineLearningNotebooks#how-to-navigate-and-use-the-example-notebooks
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train within Notebook	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/training/train-within-notebook/train-within-notebook.ipynb
training on remote VM	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/training/train-on-remote-vm/train-on-remote-vm.ipynb
using logging APIs	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/training/logging-api/logging-api.ipynb
Machine Learning Compute	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/training/train-on-amlcompute/train-on-amlcompute.ipynb
distributed hyperparameter tuning	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/training-with-deep-learning/train-hyperparameter-tune-deploy-with-pytorch/train-hyperparameter-tune-deploy-with-pytorch.ipynb
distributed training	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/training-with-deep-learning/distributed-pytorch-with-horovod/distributed-pytorch-with-horovod.ipynb
training within Notebook and deploying to Azure Container Instance	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/training/train-within-notebook/train-within-notebook.ipynb
register and manage models, and create Docker images	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/deployment/register-model-create-image-deploy-service/register-model-create-image-deploy-service.ipynb
production deploy models on Azure Kubernetes Cluster	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/deployment/production-deploy-to-aks/production-deploy-to-aks.ipynb
train a model within Notebook	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/training/train-within-notebook/train-within-notebook.ipynb
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create Machine Learning Compute for scoring compute	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/training/train-on-amlcompute/train-on-amlcompute.ipynb
use Machine Learning Pipelines to deploy your model	https://aka.ms/pl-batch-scoring
App Insights	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/deployment/enable-app-insights-in-production-service/enable-app-insights-in-production-service.ipynb
model data collection	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/deployment/enable-data-collection-for-models-in-aks/enable-data-collection-for-models-in-aks.ipynb
	https://github.com/FlorianPydde/MachineLearningNotebooks#tutorials
Tutorials	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/tutorials
Azure Machine Learning documentation	https://aka.ms/aml-docs
	https://github.com/FlorianPydde/MachineLearningNotebooks#how-to-use-azure-ml
How to use Azure ML	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml
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Training with Deep Learning	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/training-with-deep-learning
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Azure Databricks	https://github.com/FlorianPydde/MachineLearningNotebooks/blob/master/how-to-use-azureml/azure-databricks
	https://github.com/FlorianPydde/MachineLearningNotebooks#documentation
official documentation site for Azure Machine Learning service	https://docs.microsoft.com/en-us/azure/machine-learning/service/
Python SDK reference	https://docs.microsoft.com/en-us/python/api/overview/azure/ml/intro?view=azure-ml-py
overview	https://aka.ms/data-prep-sdk
Python SDK reference	https://aka.ms/aml-data-prep-apiref
tutorials and how-tos	https://aka.ms/aml-data-prep-notebooks
	https://github.com/FlorianPydde/MachineLearningNotebooks#projects-using-azure-machine-learning
Fine tune natural language processing models using Azure Machine Learning service	https://github.com/Microsoft/AzureML-BERT
Fashion MNIST with Azure ML SDK	https://github.com/amynic/azureml-sdk-fashion
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docs.microsoft.com/azure/machine-learning/service/	https://docs.microsoft.com/azure/machine-learning/service/
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