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Hai Ning
2019-01-18 01:09:13 -05:00
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To run the notebooks in this repository use one of these methods:
## Use Azure Notebooks - Jupyter based notebooks in the Azure cloud
## Option 1: Use Azure Notebooks
Azure Notebooks is a hosted Jupyter-based notebook service in the Azure cloud. Azure Machine Learning Python SDK is already pre-installed in the Azure Notebooks `Python 3.6` kernel.
1. [![Azure Notebooks](https://notebooks.azure.com/launch.png)](https://aka.ms/aml-clone-azure-notebooks)
[Import sample notebooks ](https://aka.ms/aml-clone-azure-notebooks) into Azure Notebooks
@@ -15,20 +16,36 @@ To run the notebooks in this repository use one of these methods:
![set kernel to Python 3.6](images/python36.png)
## **Use your own notebook server**
## **Option 2: Use your own notebook server**
```sh
# install just the base SDK
pip install azureml-sdk
Video walkthrough:
# install the base SDK and a Jupyter notebook server
pip install azureml-sdk[notebooks]
# install the data prep component
pip install azureml-dataprep
# install model explainability component
pip install azureml-sdk[explain]
# install automated ml components
pip install azureml-sdk[automl]
# install experimental features (not ready for production use)
pip install azureml-sdk[contrib]
# clone the sample repoistory
git clone https://github.com/Azure/MachineLearningNotebooks.git
```
### Full instructions
[install the Azure Machine Learning SDK](https://docs.microsoft.com/en-us/azure/machine-learning/service/quickstart-create-workspace-with-python)
Please make sure you start with the [Configuration](configuration.ipynb) notebook to create and connect to a workspace.
### Video walkthrough:
[![Get Started video](images/yt_cover.png)](https://youtu.be/VIsXeTuW3FU)
1. Setup a Jupyter Notebook server and [install the Azure Machine Learning SDK](https://docs.microsoft.com/en-us/azure/machine-learning/service/quickstart-create-workspace-with-python)
1. Clone [this repository](https://aka.ms/aml-notebooks)
1. You may need to install other packages for specific notebook
- For example, to run the Azure Machine Learning Data Prep notebooks, install the extra dataprep SDK:
```bash
pip install azureml-dataprep
```
1. Start your notebook server
1. Follow the instructions in the [Configuration](configuration.ipynb) notebook to create and connect to a workspace
1. Open one of the sample notebooks