change beta to alpha, update readme inside adlmagics folder

README.md

@@ -1,8 +1,8 @@
 
-# Azure Data Service Notebook (Beta)
+# Azure Data Service Notebook (Alpha)
 Azure Data Service Notebook is a set of extentions for working with Azure Data Service (e.g. Azure Data Lake, HDIsight, CosmosDB, Azure SQL and Azure Data Warehouse etc.) using Jupyter Notebook.
 
-**WARNING**: This SDK/CLI is currently in **Beta Preview** stage. It can and will change in backwards incompatible ways. 
+**WARNING**: This SDK/CLI is currently in very early stage of development. It can and will change in backwards incompatible ways. 
 
 
 # Feature

adlmagics/README.md

@@ -1,19 +1,21 @@
 
-# Azure Data Service Notebook
-Azure Data Service Notebook is a set of tool for working with Azure Data Service (including HDInsight, Azure Data Lake, etc)
+# Azure Data Service Notebook (Alpha)
+Azure Data Service Notebook is a set of extentions for working with Azure Data Service (e.g. Azure Data Lake, HDIsight, CosmosDB, Azure SQL and Azure Data Warehouse etc.) using Jupyter Notebook.
+
+**WARNING**: This SDK/CLI is currently in very early stage of development. It can and will change in backwards incompatible ways. 
 
 
 # Feature
 Azure Data Service Notebook currently provides a set of magic commands for users to access Azure Data Lake. Available magics are captured in the table below.
 
-| Commands | Function |
+| Command | Function |
 |-----|-----|
 |%adl login |Line magic to log in to Azure Data Lake.|
-|%adl listaccounts|Line magic to list the Azure Data Lake analytic accounts for current user.|
+|%adl listaccounts|Line magic to list the Azure Data Lake Analytic accounts for current user.|
 |%adl listjobs|Line magic to list the Azure Data Lake jobs for a given account.|
-|%%adl submitjob|Cell magic to submit a USQL job to ADL cluster.|
-|%adl viewjob|Line magic to view job info.|
-|%adl liststorefile|Line magic to list the Azure Data Lake store accounts.|
+|%%adl submitjob|Cell magic to submit a USQL job to Azure Data Lake cluster.|
+|%adl viewjob|Line magic to view detailed job info.|
+|%adl liststorefile|Line magic to list the Azure Data Lake Store accounts.|
 |%adl sample|Line magic to sample a given file, return results as Pandas DataFrame.|
 |%adl logout|Line magic to log out.|
 
@@ -22,21 +24,17 @@ Azure Data Service Notebook currently provides a set of magic commands for users
 
 - Download and Install [python 3.6+](https://www.python.org/downloads/)
 - Install jupyter: `pip install jupyter` 
-- Install azure packages fully : 
-	`pip install azure`
--  Or just install the key packages : 
-	- `pip install adla`
-	- `pip install azure-mgmt-resource`
-	- `pip install azure-mgmt-datalake-analytics` 
-	- `pip install azure-mgmt-datalake-store` 
-	- `pip install azure-datalake-store` 
-- Copy the [adlmagic folder](/analytics_notebook/adlmagics) to local box. 
+- Install adlmagic extention : 
+	`pip install --no-cache-dir adlmagics`
+
 
 
 # Examples
-- [adlmagics_demo.ipynb](/analytics_notebook/adlmagics/00_adlmagics_demo.ipynb), demo file of Azure Data Lake job control functions.
+- [adlmagics_demo.ipynb](/adlmagics/00_adlmagics_demo.ipynb), demo file of Azure Data Lake job control and data exploration functions.
 
 
+# Feedback
+- You can submit [bug report](https://github.com/Azure/Azure-Data-Service-Notebook/issues/new?template=bug_report.md) or [feature request](https://github.com/Azure/Azure-Data-Service-Notebook/issues/new?template=feature_request.md) directly in this repo. Our team will triage issues actively.
 
 # Contributing