Merging changes synced from https://github.com/MicrosoftDocs/azure-docs-pr (branch live)

Author: Banani-Rath

articles/azure-functions/functions-machine-learning-tensorflow.md

@@ -136,7 +136,7 @@ You'll use a pre-built TensorFlow model that was trained with and exported from
 > [!NOTE]
 > If you want to build your own using Custom Vision Service's free tier, you can follow the [instructions in the sample project repository](https://github.com/Azure-Samples/functions-python-tensorflow-tutorial/blob/master/train-custom-vision-model.md).
 
-The model consists of two files in the *<REPOSITORY_ROOT>/resources/model* folder: *model.db* and *labels.txt*. Copy them into the *classify* function's folder.
+The model consists of two files in the *<REPOSITORY_ROOT>/resources/model* folder: *model.pb* and *labels.txt*. Copy them into the *classify* function's folder.
 
 #### Linux and macOS:
 
@@ -175,7 +175,7 @@ Confirm that *classify* now contains a file named *predict.py*.
 The helper library has some dependencies that need to be installed. Open *start/requirements.txt* in your editor and add the following dependencies to the file.
 
 ```txt
-tensorflow
+tensorflow==1.15
 Pillow
 requests
 ```

articles/azure-monitor/app/alerts.md

@@ -1,20 +1,16 @@
 ---
 title: Set Alerts in Azure Application Insights | Microsoft Docs
 description: Get notified about slow response times, exceptions, and other performance or usage changes in your web app.
-services: application-insights
-documentationcenter: ''
-author: mrbullwinkle
-manager: carmonm
-ms.reviewer: lagayhar
-ms.assetid: f8ebde72-f819-4ba5-afa2-31dbd49509a5
-ms.service: application-insights
-ms.workload: tbd
-ms.tgt_pltfrm: ibiza
+ms.service:  azure-monitor
+ms.subservice: application-insights
 ms.topic: conceptual
-ms.date: 01/23/2019
+author: mrbullwinkle
 ms.author: mbullwin
+ms.date: 01/23/2019
 
+ms.reviewer: lagayhar
 ---
+
 # Set Alerts in Application Insights
 [Azure Application Insights][start] can alert you to changes in performance or usage metrics in your web app. 
 

articles/azure-monitor/app/annotations.md

@@ -1,20 +1,15 @@
 ---
 title: Release annotations for Application Insights | Microsoft Docs
 description: Add deployment or build markers to your metrics explorer charts in Application Insights.
-services: application-insights
-documentationcenter: .net
-author: mrbullwinkle
-manager: carmonm
-
-ms.assetid: 23173e33-d4f2-4528-a730-913a8fd5f02e
-ms.service: application-insights
-ms.workload: tbd
-ms.tgt_pltfrm: ibiza
+ms.service:  azure-monitor
+ms.subservice: application-insights
 ms.topic: conceptual
-ms.date: 07/01/2019
+author: mrbullwinkle
 ms.author: mbullwin
+ms.date: 07/01/2019
 
 ---
+
 # Annotations on metric charts in Application Insights
 
 Annotations on [Metrics Explorer](../../azure-monitor/app/metrics-explorer.md) charts show where you deployed a new build, or other significant events. Annotations make it easy to see whether your changes had any effect on your application's performance. They can be automatically created by the [Azure Pipelines](https://docs.microsoft.com/azure/devops/pipelines/tasks/) build system. You can also create annotations to flag any event you like by creating them from PowerShell.

articles/azure-monitor/app/api-custom-events-metrics.md

@@ -1,19 +1,15 @@
 ---
 title: Application Insights API for custom events and metrics | Microsoft Docs
 description: Insert a few lines of code in your device or desktop app, webpage, or service, to track usage and diagnose issues.
-services: application-insights
-documentationcenter: ''
-author: mrbullwinkle
-manager: carmonm
-ms.assetid: 80400495-c67b-4468-a92e-abf49793a54d
-ms.service: application-insights
-ms.workload: tbd
-ms.tgt_pltfrm: ibiza
+ms.service:  azure-monitor
+ms.subservice: application-insights
 ms.topic: conceptual
-ms.date: 03/27/2019
+author: mrbullwinkle
 ms.author: mbullwin
+ms.date: 03/27/2019
 
 ---
+
 # Application Insights API for custom events and metrics
 
 Insert a few lines of code in your application to find out what users are doing with it, or to help diagnose issues. You can send telemetry from device and desktop apps, web clients, and web servers. Use the [Azure Application Insights](../../azure-monitor/app/app-insights-overview.md) core telemetry API to send custom events and metrics, and your own versions of standard telemetry. This API is the same API that the standard Application Insights data collectors use.
@@ -1180,8 +1176,8 @@ To determine how long data is kept, see [Data retention and privacy](../../azure
 
 ## Reference docs
 
-* [ASP.NET reference](https://docs.microsoft.com/en-us/dotnet/api/overview/azure/insights?view=azure-dotnet)
-* [Java reference](https://docs.microsoft.com/en-us/java/api/overview/azure/appinsights?view=azure-java-stable/)
+* [ASP.NET reference](https://docs.microsoft.com/dotnet/api/overview/azure/insights?view=azure-dotnet)
+* [Java reference](https://docs.microsoft.com/java/api/overview/azure/appinsights?view=azure-java-stable/)
 * [JavaScript reference](https://github.com/Microsoft/ApplicationInsights-JS/blob/master/API-reference.md)
 
 

articles/azure-monitor/app/api-filtering-sampling.md

@@ -1,20 +1,15 @@
 ---
 title: Filtering and preprocessing in the Azure Application Insights SDK | Microsoft Docs
 description: Write Telemetry Processors and Telemetry Initializers for the SDK to filter or add properties to the data before the telemetry is sent to the Application Insights portal.
-services: application-insights
-documentationcenter: ''
-author: mrbullwinkle
-manager: carmonm
-
-ms.assetid: 38a9e454-43d5-4dba-a0f0-bd7cd75fb97b
-ms.service: application-insights
-ms.workload: tbd
-ms.tgt_pltfrm: ibiza
+ms.service:  azure-monitor
+ms.subservice: application-insights
 ms.topic: conceptual
-ms.date: 11/23/2016
+author: mrbullwinkle
 ms.author: mbullwin
+ms.date: 11/23/2016
 
 ---
+
 # Filtering and preprocessing telemetry in the Application Insights SDK
 
 You can write and configure plug-ins for the Application Insights SDK to customize how telemetry can be enriched and processed before it's sent to the Application Insights service.

articles/azure-monitor/app/app-insights-overview.md

@@ -1,19 +1,16 @@
 ---
 title: What is Azure Application Insights? | Microsoft Docs
 description: Application Performance Management and usage tracking of your live web application.  Detect, triage and diagnose problems, understand how people use your app.
-services: application-insights
-documentationcenter: ''
-author: mrbullwinkle
-manager: carmonm
-ms.assetid: 379721d1-0f82-445a-b416-45b94cb969ec
-ms.service: application-insights
-ms.workload: tbd
-ms.tgt_pltfrm: ibiza
+ms.service:  azure-monitor
+ms.subservice: application-insights
 ms.topic: overview
-ms.custom: mvc
-ms.date: 06/03/2019
+author: mrbullwinkle
 ms.author: mbullwin
+ms.date: 06/03/2019
+
+ms.custom: mvc
 ---
+
 # What is Application Insights?
 Application Insights, a feature of [Azure Monitor](../overview.md), is an extensible Application Performance Management (APM) service for web developers on multiple platforms. Use it to monitor your live web application. It will automatically detect performance anomalies. It includes powerful analytics tools to help you diagnose issues and to understand what users actually do with your app.  It's designed to help you continuously improve  performance and usability. It works for apps on a wide variety of platforms including .NET, Node.js and Java EE, hosted on-premises, hybrid, or any public cloud. It integrates with your DevOps process, and has connection points to a variety of development tools. It can monitor and analyze telemetry from mobile apps by integrating with Visual Studio App Center.
 

articles/azure-monitor/app/app-map.md

@@ -1,21 +1,16 @@
 ---
 title: Application Map in Azure Application Insights | Microsoft Docs
 description: Monitor complex application topologies with the application map
-services: application-insights
-documentationcenter: ''
-author: mrbullwinkle
-manager: carmonm
-
-ms.assetid: 3bf37fe9-70d7-4229-98d6-4f624d256c36
-ms.service: application-insights
-ms.workload: tbd
-ms.tgt_pltfrm: ibiza
+ms.service:  azure-monitor
+ms.subservice: application-insights
 ms.topic: conceptual
-ms.date: 03/15/2019
-ms.reviewer: sdash
+author: mrbullwinkle
 ms.author: mbullwin
+ms.date: 03/15/2019
 
+ms.reviewer: sdash
 ---
+
 # Application Map: Triage Distributed Applications
 
 Application Map helps you spot performance bottlenecks or failure hotspots across all components of your distributed application. Each node on the map represents an application component or its dependencies; and has health KPI and alerts status. You can click through from any component to more detailed diagnostics, such as Application Insights events. If your app uses Azure services, you can also click through to Azure diagnostics, such as SQL Database Advisor recommendations.

articles/azure-monitor/app/asp-net-core.md

@@ -1,17 +1,13 @@
 ---
 title: Azure Application Insights for ASP.NET Core applications | Microsoft Docs
 description: Monitor ASP.NET Core web applications for availability, performance, and usage.
-services: application-insights
-documentationcenter: .net
-author: mrbullwinkle
-manager: carmonm
-ms.assetid: 3b722e47-38bd-4667-9ba4-65b7006c074c
-ms.service: application-insights
-ms.workload: tbd
-ms.tgt_pltfrm: ibiza
+ms.service:  azure-monitor
+ms.subservice: application-insights
 ms.topic: conceptual
-ms.date: 05/22/2019
+author: mrbullwinkle
 ms.author: mbullwin
+ms.date: 05/22/2019
+
 ---
 
 # Application Insights for ASP.NET Core applications

articles/azure-monitor/app/asp-net-dependencies.md

@@ -1,20 +1,15 @@
 ---
 title: Dependency Tracking in Azure Application Insights | Microsoft Docs
 description: Monitor dependency calls from your on-premises or Microsoft Azure web application with Application Insights.
-services: application-insights
-documentationcenter: .net
-author: mrbullwinkle
-manager: carmonm
-
-ms.assetid: d15c4ca8-4c1a-47ab-a03d-c322b4bb2a9e
-ms.service: application-insights
-ms.workload: tbd
-ms.tgt_pltfrm: ibiza
+ms.service:  azure-monitor
+ms.subservice: application-insights
 ms.topic: conceptual
-ms.date: 06/25/2019
+author: mrbullwinkle
 ms.author: mbullwin
+ms.date: 06/25/2019
 
 ---
+
 # Dependency Tracking in Azure Application Insights 
 
 A *dependency* is an external component that is called by your app. It's typically a service called using HTTP, or a database, or a file system. [Application Insights](../../azure-monitor/app/app-insights-overview.md) measures the duration of dependency calls, whether its failing or not, along with additional information like name of dependency and so on. You can investigate specific dependency calls, and correlate them to requests and exceptions.

articles/azure-monitor/app/asp-net-exceptions.md

@@ -1,20 +1,15 @@
 ---
 title: Diagnose failures and exceptions in web apps with Azure Application Insights | Microsoft Docs
 description: Capture exceptions from ASP.NET apps along with request telemetry.
-services: application-insights
-documentationcenter: .net
-author: mrbullwinkle
-manager: carmonm
-
-ms.assetid: d1e98390-3ce4-4d04-9351-144314a42aa2
-ms.service: application-insights
-ms.workload: tbd
-ms.tgt_pltfrm: ibiza
+ms.service:  azure-monitor
+ms.subservice: application-insights
 ms.topic: conceptual
-ms.date: 07/11/2019
+author: mrbullwinkle
 ms.author: mbullwin
+ms.date: 07/11/2019
 
 ---
+
 # Diagnose exceptions in your web apps with Application Insights
 Exceptions in your live web app are reported by [Application Insights](../../azure-monitor/app/app-insights-overview.md). You can correlate failed requests with exceptions and other events at both the client and server, so that you can quickly diagnose the causes.