## Azure Machine Learning service training examples

These examples show you:

1. [How to use the Estimator pattern in Azure ML](how-to-use-estimator)
2. [Train using Keras and tune hyperparameters using Hyperdrive](train-hyperparameter-tune-deploy-with-keras)
3. [Distributed training using CNTK and custom Docker image](distributed-cntk-with-custom-docker)
4. [Export run history records to Tensorboard](export-run-history-to-tensorboard)
5. [Use TensorBoard to monitor training execution](tensorboard)

Learn more about how to use `Estimator` class to  [train deep neural networks with Azure Machine Learning](https://docs.microsoft.com/azure/machine-learning/service/how-to-train-ml-models).

 ![Impressions](https://PixelServer20190423114238.azurewebsites.net/api/impressions/MachineLearningNotebooks/how-to-use-azureml/training-with-deep-learning/README.png)