diff --git a/education/index.md b/education/index.md
index 801709b5ce..8517da4368 100644
--- a/education/index.md
+++ b/education/index.md
@@ -25,7 +25,7 @@ ms.date: 10/30/2017
                                 </div>
                             </li>
                             <li>
-                                <a href="https://docs.microsoft.com/microsoft-365/education/deploy/top-10" target="_blank">
+                                <a href="https://www.microsoft.com/en-us/education/itdm/default.aspx" target="_blank">
                                     <div class="cardSize">
                                         <div class="cardPadding">
                                             <div class="card">
diff --git a/windows/client-management/advanced-troubleshooting-802-authentication.md b/windows/client-management/advanced-troubleshooting-802-authentication.md
index 09f781b887..b1ab9770a3 100644
--- a/windows/client-management/advanced-troubleshooting-802-authentication.md
+++ b/windows/client-management/advanced-troubleshooting-802-authentication.md
@@ -5,7 +5,7 @@ keywords: advanced troubleshooting, 802.1x authentication, troubleshooting, auth
 ms.prod: w10
 ms.mktglfcycl:
 ms.sitesec: library
-author: mikeblodge
+author: kaushika-msft
 ms.localizationpriority: medium
 ms.author: mikeblodge
 ms.date: 10/29/2018
@@ -24,7 +24,7 @@ This troubleshooting technique applies to any scenario in which wireless or wire
 N/A
  
 ### Data Collection
-Markdown - Advanced Troubleshooting 802.1x Authentication Data Collection
+[Advanced Troubleshooting 802.1x Authentication Data Collection](https://docs.microsoft.com/en-us/windows/client-management/data-collection-for-802-authentication)
  
 ### Troubleshooting
 - Viewing the NPS events in the Windows Security Event log is one of the most useful troubleshooting methods to obtain information about failed authentications.
diff --git a/windows/client-management/data-collection-for-802-authentication.md b/windows/client-management/data-collection-for-802-authentication.md
index 0a1952a064..aea4ddbb30 100644
--- a/windows/client-management/data-collection-for-802-authentication.md
+++ b/windows/client-management/data-collection-for-802-authentication.md
@@ -5,7 +5,7 @@ keywords: troubleshooting, data collection, data, 802.1x authentication, authent
 ms.prod: w10
 ms.mktglfcycl:
 ms.sitesec: library
-author: mikeblodge
+author: kaushika-msft
 ms.localizationpriority: medium
 ms.author: mikeblodge
 ms.date: 10/29/2018
diff --git a/windows/deployment/update/windows-analytics-get-started.md b/windows/deployment/update/windows-analytics-get-started.md
index 58469c7cf7..d8213abaa1 100644
--- a/windows/deployment/update/windows-analytics-get-started.md
+++ b/windows/deployment/update/windows-analytics-get-started.md
@@ -83,7 +83,7 @@ The compatibility update scans your devices and enables application usage tracki
 
 | **Operating System** | **Updates** |
 |----------------------|-----------------------------------------------------------------------------|
-| Windows 10        | Windows 10 includes the compatibility update, so you will automatically have the latest compatibility update so long as you continue to keep your Windows 10 devices up-to-date with cummulative updates.  |
+| Windows 10        | Windows 10 includes the compatibility update, so you will automatically have the latest compatibility update so long as you continue to keep your Windows 10 devices up-to-date with cumulative updates.  |
 | Windows 8.1          | [KB 2976978](https://catalog.update.microsoft.com/v7/site/Search.aspx?q=KB2976978)<br>Performs diagnostics on the Windows 8.1 systems that participate in the Windows Customer Experience Improvement Program. These diagnostics help determine whether compatibility issues might be encountered when the latest Windows operating system is installed. <br>For more information about this update, see <https://support.microsoft.com/kb/2976978>|
 | Windows 7 SP1        | [KB2952664](https://catalog.update.microsoft.com/v7/site/Search.aspx?q=KB2952664) <br>Performs diagnostics on the Windows 7 SP1 systems that participate in the Windows Customer Experience Improvement Program. These diagnostics help determine whether compatibility issues might be encountered when the latest Windows operating system is installed. <br>For more information about this update, see <https://support.microsoft.com/kb/2952664>|