updates

README.md

@@ -2,17 +2,6 @@
 
 This repo is a collection of codes/notebooks for machine learning at scale on Azure Machine Learning. 
 
-
-## Getting Started
-
-### setup base environment*
-
-1. setup Azure Machine Learning Workspace in your Azure subscription.
-2. download and install Visual Studio Code in your client PC. And install Azure Machine Learning Extension.
-3. create new Azure ML Compute Instance and launch Visual Studio Code
-
-*These steps are not mandatory. There are other ways to setup environment. But this repo is assumed to follow the above steps.
-
 ## Contents
 
 ### Train
@@ -28,6 +17,18 @@ This repo is a collection of codes/notebooks for machine learning at scale on Az
 
 Your contribution is welcome !
 
+## Getting Started
+
+### setup base environment*
+
+1. Setup Azure Machine Learning Workspace in your Azure subscription. See [Manage Azure Machine Learning workspaces in the portal or with the Python SDK](https://docs.microsoft.com/en-us/azure/machine-learning/how-to-manage-workspace?tabs=python) for more details.
+2. Download and install Visual Studio Code in your client PC. And install Azure Machine Learning Extension. See [Azure Machine Learning in VS Code](https://code.visualstudio.com/docs/datascience/azure-machine-learning) for more details.
+3. Create new Azure ML Compute Instance and launch Visual Studio Code. See [Connect to an Azure Machine Learning compute instance in Visual Studio Code (preview) - Configure a remote compute instance](https://docs.microsoft.com/en-us/azure/machine-learning/how-to-set-up-vs-code-remote?tabs=studio#configure-a-remote-compute-instance) for more details.
+4. Install Azure Machine Learning Cli 2.0. See [installation document](https://docs.microsoft.com/en-us/azure/machine-learning/how-to-configure-cli) for more details.
+
+*These steps are not mandatory. There are the other ways to setup environment. But this repo is assumed to follow the above steps.
+
+
 
 ## Events
 [2021-11-18] [DB TECH SHOWCASE 2021 (Japan)](https://www.db-tech-showcase.com/2021/schedule/) - D14 Microsoft : Azure Machine Learning で始める大規模機械学習 @ 女部田啓太