updated article

Author: spelluru

articles/event-hubs/store-captured-data-data-warehouse.md

@@ -1,21 +1,21 @@
-# Store captured Event Hubs data in a SQL Data Warehouse using Event Grid and Azure Functions
+# Capture Event Hubs data in a SQL Data Warehouse using Event Grid and Azure Functions
 
 Event Hubs [Capture](https://docs.microsoft.com/en-us/azure/event-hubs/event-hubs-capture-overview) is the easiest way to automatically deliver streamed data in Event Hubs to an Azure Blob storage or Azure Data Lake store. You can subsequently process and deliver the data to any other storage destinations of your choice, such as SQL Data Warehouse or Cosmos DB. In this tutorial, you learn how you to capture data from your event hub into a SQL Database Warehouse by using an [Event Grid](https://docs.microsoft.com/azure/event-grid/overview) triggered Azure Function.
 
 ![Visual Studio](./media/store-captured-data-data-warehouse/EventGridIntegrationOverview.PNG)
 
 *	First, you create an event hub with the Capture feature enabled and set an Azure blob storage as the destination. Data generated by WindTurbineGenerator is streamed into the event hub and is automatically captured into Azure Storage as Avro files. 
 *	Next, you create an Azure Event Grid subscription with the Event Hubs namespace as its source and the Azure Function endpoint as its destination.
-*	Whenever a new Avro file is delivered to the Azure Storage blob by Event Hubs Capture, Event Grid notifies the Azure Function with the blob URI. The Function then migrates the data from the Storage blob to a SQL Database data warehouse.
+*	Whenever a new Avro file is delivered to the Azure Storage blob by Event Hubs Capture, Event Grid notifies the Azure Function with the blob URI. The Function then migrates the data from the Storage blob to a SQL data warehouse.
 
 In this tutorial, you do the following actions: 
 
 > [!div class="checklist"]
-> * Deploy the infrastructure for this solution 
+> * Deploy infrastructure for this solution 
 > * Create a table in SQL Data Warehouse 
 > * Publish code to the Functions App
 > * Create an Event Grid subscription from the Functions app
-> * Stream sample data intoEvent Hub. 
+> * Stream sample data into Event Hub. 
 > * Verify captured data in SQL Data Warehouse
 
 # Prerequisites
@@ -36,7 +36,7 @@ Deploy the infrastructure needed for this tutorial by using this [Azure Resource
 -	SQL Data Warehouse for storing the migrated data
 
 
-To deploy the template using Azure CLI, use:
+To deploy the template using Azure CLI, use the following commands:
 
 ```azurecli-interactive
 az group create -l westcentralus -n rgDataMigrationSample
@@ -46,7 +46,7 @@ az group deployment create \
   --template-uri https://raw.githubusercontent.com/Azure/azure-docs-json-samples/master/event-grid/EventHubsDataMigration.json \
   --parameters eventHubNamespaceName=<event-hub-namespace> eventHubName=hubdatamigration sqlServerName=<sql-server-name> sqlServerUserName=<user-name> sqlServerPassword=<password> sqlServerDatabaseName=<database-name> storageName=<unique-storage-name> functionAppName=<app-name>
 ```
-To deploy the template using PowerShell, use:
+To deploy the template using PowerShell, use the following commands:
 
 ```powershell
 New-AzureRmResourceGroup -Name rgDataMigration -Location westcentralus
@@ -59,7 +59,7 @@ Create a table in your SQL data warehouse by running the *CreateDataWarehouseTab
 
 ## Publish code to the Functions App
 
-1. Open the project solution *EventHubsCaptureEventGridDemo.sln* in Visual Studio 2017 (15.3.2 or greater). 
+1. Open the solution *EventHubsCaptureEventGridDemo.sln* in Visual Studio 2017 (15.3.2 or greater). 
 
 1. In Solution Explorer, right-click *FunctionEGDWDumper*, and select **Publish**.