Merge branch 'release-postgresql-playground' of https://github.com/MicrosoftDocs/learn-pr into 48773

Author: markingmyname

.openpublishing.redirection.json

@@ -47572,7 +47572,62 @@
     {
       "source_path": "learn-pr/azure/create-foundation-modern-apps/index.yml",
       "redirect_url": "https://learn.microsoft.com/training/browse/?filter-products=sql&products=azure-sql-database",
-      "redirect_document_id": false
-    }
-  ]
-}
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "learn-pr/wwl-data-ai/make-recommendations-ai-personalizer/index.md",
+      "redirect_url": "/credentials/certifications/azure-ai-engineer/",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "learn-pr/wwl-data-ai/make-recommendations-ai-personalizer/4-configure-behavior.md",
+      "redirect_url": "/credentials/certifications/azure-ai-engineer/",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "learn-pr/wwl-data-ai/make-recommendations-ai-personalizer/3-configure-loop.md",
+      "redirect_url": "/credentials/certifications/azure-ai-engineer/",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "learn-pr/wwl-data-ai/make-recommendations-ai-personalizer/2-create-ai-personalizer-resource.md",
+      "redirect_url": "/credentials/certifications/azure-ai-engineer/",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "learn-pr/wwl-data-ai/make-recommendations-ai-personalizer/8-exercise.md",
+      "redirect_url": "/credentials/certifications/azure-ai-engineer/",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "learn-pr/wwl-data-ai/make-recommendations-ai-personalizer/9-knowledge-check.md",
+      "redirect_url": "/credentials/certifications/azure-ai-engineer/",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "learn-pr/wwl-data-ai/make-recommendations-ai-personalizer/10-summary.md",
+      "redirect_url": "/credentials/certifications/azure-ai-engineer/",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "learn-pr/wwl-data-ai/make-recommendations-ai-personalizer/5-import-export-settings.md",
+      "redirect_url": "/credentials/certifications/azure-ai-engineer/",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "learn-pr/wwl-data-ai/make-recommendations-ai-personalizer/1-introduction.md",
+      "redirect_url": "/credentials/certifications/azure-ai-engineer/",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "learn-pr/wwl-data-ai/make-recommendations-ai-personalizer/7-run-evaluations.md",
+      "redirect_url": "/credentials/certifications/azure-ai-engineer/",
+      "redirect_document_id": false
+    },
+    {
+      "source_path": "learn-pr/wwl-data-ai/make-recommendations-ai-personalizer/6-use-inference-explainability.md",
+      "redirect_url": "/credentials/certifications/azure-ai-engineer/",
+      "redirect_document_id": false
+    }
+  ]
+}

learn-pr/achievements.yml

@@ -5730,3 +5730,8 @@ achievements:
   title: Data tracking and synchronization with Azure SQL Database
   summary: "This module introduces you to several data tracking, loading, and streaming tools that you can use to track or synchronize data changes from your Azure SQL Database to other destinations. More specifically, we cover: change data capture (CDC) and change tracking."
   iconUrl: /training/achievements/learn-azure-sql-replication.svg
+- uid: learn.make-recommendations-ai-personalizer.badge
+  type: badge
+  title: Make recommendations with Azure AI Personalizer
+  summary: Learn how to use Azure AI Personalizer to empower your apps with smarter decision making through improved recommendations.
+  iconUrl: /learn/achievements/generic-badge.svg

learn-pr/azure/intro-to-azure-advisor/includes/3-how-azure-advisor-works.md

@@ -37,7 +37,7 @@ You need to define a scope by selecting a subscription and, optionally, a resour
 
 Alerts are driven by conditions. Here you have two mutually exclusive options:
 
-* **Category and impact level**: In this option, you can choose between the categories of *Cost*, *Performance*, *Reliability*, and *Operational excellence*, with an impact level of (*High*, *Medium*, or *Low*). Both of these are optional configurations.
+* **Category and impact level**: In this option, you can choose between the categories of *Cost*, *Security*, *Performance*, *Reliability*, and *Operational excellence*, with an impact level of (*High*, *Medium*, or *Low*). Both of these are optional configurations.
 * **Recommendation Type**: If you select recommendation type, you can choose the most appropriate option for your needs from the dropdown list. 
 
 :::image type="content" source="../media/3-create-alerts-scope-condition.png" alt-text="Screenshot showing the scope and condition sections of the dialog for creating an Advisor alert." lightbox="../media/3-create-alerts-scope-condition.png":::

learn-pr/azure/intro-to-azure-application-gateway/1-introduction.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-azure-application-gateway.introduction
-title: Introduction
-metadata:
-  title: Introduction
-  description: Introduction.
-  ms.date: 01/31/2024
-  author: Orin-Thomas
-  ms.author: orthomas
-  ms.custom: team=cloud_advocates
-  ms.topic: unit
-durationInMinutes: 2
-content: |
-  [!include[](includes/1-introduction.md)]
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-azure-application-gateway.introduction
+title: Introduction
+metadata:
+  title: Introduction
+  description: Introduction.
+  ms.date: 05/15/2025
+  author: Orin-Thomas
+  ms.author: orthomas
+  ms.custom: team=cloud_advocates
+  ms.topic: unit
+durationInMinutes: 2
+content: |
+  [!include[](includes/1-introduction.md)]
+

learn-pr/azure/intro-to-azure-application-gateway/2-what-is-azure-application-gateway.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-azure-application-gateway.what-is-azure-application-gateway
-title: What is Azure Application Gateway?
-metadata:
-  title: What is Azure Application Gateway?
-  description: Learn what Azure Application Gateway does and how your organization can use it.
-  ms.date: 01/31/2024
-  author: Orin-Thomas
-  ms.author: orthomas
-  ms.custom: team=cloud_advocates
-  ms.topic: unit
-durationInMinutes: 2
-content: |
-  [!include[](includes/2-what-is-azure-application-gateway.md)]
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-azure-application-gateway.what-is-azure-application-gateway
+title: What is Azure Application Gateway?
+metadata:
+  title: What is Azure Application Gateway?
+  description: Learn what Azure Application Gateway does and how your organization can use it.
+  ms.date: 05/15/2025
+  author: Orin-Thomas
+  ms.author: orthomas
+  ms.custom: team=cloud_advocates
+  ms.topic: unit
+durationInMinutes: 2
+content: |
+  [!include[](includes/2-what-is-azure-application-gateway.md)]
+

learn-pr/azure/intro-to-azure-application-gateway/3-how-azure-application-gateway-works.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-azure-application-gateway.how-azure-application-gateway-works
-title: How Azure Application Gateway works
-metadata:
-  title: How Azure Application Gateway works
-  description: Learn how Azure Application Gateway works and how to implement it in your organization.
-  ms.date: 01/31/2024
-  author: Orin-Thomas
-  ms.author: orthomas
-  ms.custom: team=cloud_advocates
-  ms.topic: unit
-durationInMinutes: 5
-content: |
-  [!include[](includes/3-how-azure-application-gateway-works.md)]
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-azure-application-gateway.how-azure-application-gateway-works
+title: How Azure Application Gateway works
+metadata:
+  title: How Azure Application Gateway works
+  description: Learn how Azure Application Gateway works and how to implement it in your organization.
+  ms.date: 05/15/2025
+  author: Orin-Thomas
+  ms.author: orthomas
+  ms.custom: team=cloud_advocates
+  ms.topic: unit
+durationInMinutes: 5
+content: |
+  [!include[](includes/3-how-azure-application-gateway-works.md)]
+

learn-pr/azure/intro-to-azure-application-gateway/4-when-to-use-azure-application-gateway.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-azure-application-gateway.when-to-use-azure-application-gateway
-title: When to use Azure Application Gateway
-metadata:
-  title: When to use Azure Application Gateway
-  description: Learn when you should choose to use Azure Application Gateway as a solution to meet your organization's needs.
-  ms.date: 01/31/2024
-  author: Orin-Thomas
-  ms.author: orthomas
-  ms.custom: team=cloud_advocates
-  ms.topic: unit
-durationInMinutes: 3
-content: |
-  [!include[](includes/4-when-to-use-azure-application-gateway.md)]
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-azure-application-gateway.when-to-use-azure-application-gateway
+title: When to use Azure Application Gateway
+metadata:
+  title: When to use Azure Application Gateway
+  description: Learn when you should choose to use Azure Application Gateway as a solution to meet your organization's needs.
+  ms.date: 05/15/2025
+  author: Orin-Thomas
+  ms.author: orthomas
+  ms.custom: team=cloud_advocates
+  ms.topic: unit
+durationInMinutes: 3
+content: |
+  [!include[](includes/4-when-to-use-azure-application-gateway.md)]
+

learn-pr/azure/intro-to-azure-application-gateway/5-knowledge-check.yml

@@ -1,51 +1,51 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-azure-application-gateway.knowledge-check
-title: Module assessment
-metadata:
-  title: Module assessment
-  description: Knowledge check.
-  ms.date: 01/31/2024
-  author: Orin-Thomas
-  ms.author: orthomas
-  ms.custom: team=cloud_advocates
-  ms.topic: unit
-durationInMinutes: 4
-content: |
-  [!include[](includes/5-knowledge-check.md)]
-quiz:
-  title: Check your knowledge
-  questions:
-    - content: Which of the following Azure Application Gateway features can protect web applications against SQL injection attacks?
-      choices:
-        - content: Health probes
-          isCorrect: false
-          explanation: Incorrect. Health probes allow the application gateway to determine which hosts in the back-end pool are no longer responding.
-        - content: TLS/SSL termination
-          isCorrect: false
-          explanation: Incorrect. TLS/SSL termination offloads the encryption and decryption operations of TLS/SSL onto the application gateway.
-        - content: Web application firewall
-          isCorrect: true
-          explanation: Correct. A web application firewall allows you to protect against SQL injection and other attacks.          
-    - content: You have a back-end pool made up of four Azure infrastructure as a service (IaaS) virtual machines. Occasionally, one or more of these virtual machines might become temporarily unresponsive. You want to ensure that Application Gateway doesn't forward traffic to an unresponsive virtual machine, even if you're unaware that a problem exists. Which Application Gateway feature can prevent traffic from forwarding to an unresponsive virtual machine?
-      choices: 
-        - content: Health probes
-          isCorrect: true
-          explanation: Correct. Health probes allow the application gateway to determine which hosts in the back-end pool are no longer responding.          
-        - content: Web application firewall
-          isCorrect: false
-          explanation: Incorrect. A web application firewall allows you to protect against SQL injection and other attacks.          
-        - content: Connection draining
-          isCorrect: false
-          explanation: Incorrect. Connection draining allows you to deregister an instance in a back-end pool so that it doesn't receive any new traffic. It doesn't detect whether an instance in the back-end pool is unresponsive.          
-    - content: You have a back-end pool made up of eight Azure IaaS virtual machines. You need to install a new framework on each of these virtual machines. You don't want the virtual machine to participate in the back-end pool while you do this maintenance operation. You want to stop new connections from occurring on the VM that you're doing maintenance on, and you also want to allow any existing connections that are present to complete naturally. Which of the following Azure Application Gateway features can you use to accomplish this goal?
-      choices:
-        - content: Session affinity
-          isCorrect: false
-          explanation: Incorrect. Session affinity ensures that the same back-end pool host always serves a client connection to a web application.   
-        - content: Connection draining
-          isCorrect: true
-          explanation: Correct. Connection draining allows you to deregister an instance in a back-end pool so that it doesn't receive any new traffic. Connection draining is useful in maintenance scenarios during which you want to gracefully remove traffic from a node.      
-        - content: Health probes
-          isCorrect: false
-          explanation: Incorrect. Health probes allow the application gateway to determine which hosts in the back-end pool are no longer responding.
-          
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-azure-application-gateway.knowledge-check
+title: Module assessment
+metadata:
+  title: Module assessment
+  description: Knowledge check.
+  ms.date: 05/15/2025
+  author: Orin-Thomas
+  ms.author: orthomas
+  ms.custom: team=cloud_advocates
+  ms.topic: unit
+durationInMinutes: 4
+content: |
+  [!include[](includes/5-knowledge-check.md)]
+quiz:
+  title: Check your knowledge
+  questions:
+    - content: Which of the following Azure Application Gateway features can protect web applications against SQL injection attacks?
+      choices:
+        - content: Health probes
+          isCorrect: false
+          explanation: Incorrect. Health probes allow the application gateway to determine which hosts in the back-end pool are no longer responding.
+        - content: TLS/SSL termination
+          isCorrect: false
+          explanation: Incorrect. TLS/SSL termination offloads the encryption and decryption operations of TLS/SSL onto the application gateway.
+        - content: Web application firewall
+          isCorrect: true
+          explanation: Correct. A web application firewall allows you to protect against SQL injection and other attacks.          
+    - content: You have a back-end pool made up of four Azure infrastructure as a service (IaaS) virtual machines. Occasionally, one or more of these virtual machines might become temporarily unresponsive. You want to ensure that Application Gateway doesn't forward traffic to an unresponsive virtual machine, even if you're unaware that a problem exists. Which Application Gateway feature can prevent traffic from forwarding to an unresponsive virtual machine?
+      choices: 
+        - content: Health probes
+          isCorrect: true
+          explanation: Correct. Health probes allow the application gateway to determine which hosts in the back-end pool are no longer responding.          
+        - content: Web application firewall
+          isCorrect: false
+          explanation: Incorrect. A web application firewall allows you to protect against SQL injection and other attacks.          
+        - content: Connection draining
+          isCorrect: false
+          explanation: Incorrect. Connection draining allows you to deregister an instance in a back-end pool so that it doesn't receive any new traffic. It doesn't detect whether an instance in the back-end pool is unresponsive.          
+    - content: You have a back-end pool made up of eight Azure IaaS virtual machines. You need to install a new framework on each of these virtual machines. You don't want the virtual machine to participate in the back-end pool while you do this maintenance operation. You want to stop new connections from occurring on the virtual machine that you're doing maintenance on. You also want to allow any existing connections that are present to complete naturally. Which of the following Azure Application Gateway features can you use to accomplish this goal?
+      choices:
+        - content: Session affinity
+          isCorrect: false
+          explanation: Incorrect. Session affinity ensures that the same back-end pool host always serves a client connection to a web application.   
+        - content: Connection draining
+          isCorrect: true
+          explanation: Correct. Connection draining allows you to deregister an instance in a back-end pool so that it doesn't receive any new traffic. Connection draining is useful in maintenance scenarios during which you want to gracefully remove traffic from a node.      
+        - content: Health probes
+          isCorrect: false
+          explanation: Incorrect. Health probes allow the application gateway to determine which hosts in the back-end pool are no longer responding.
+          

learn-pr/azure/intro-to-azure-application-gateway/6-summary.yml

@@ -1,15 +1,15 @@
-### YamlMime:ModuleUnit
-uid: learn.azure.intro-to-azure-application-gateway.summary
-title: Summary
-metadata:
-  title: Summary
-  description: Summary.
-  ms.date: 01/31/2024
-  author: Orin-Thomas
-  ms.author: orthomas
-  ms.custom: team=cloud_advocates
-  ms.topic: unit
-durationInMinutes: 2
-content: |
-  [!include[](includes/6-summary.md)]
-
+### YamlMime:ModuleUnit
+uid: learn.azure.intro-to-azure-application-gateway.summary
+title: Summary
+metadata:
+  title: Summary
+  description: Summary.
+  ms.date: 05/15/2025
+  author: Orin-Thomas
+  ms.author: orthomas
+  ms.custom: team=cloud_advocates
+  ms.topic: unit
+durationInMinutes: 2
+content: |
+  [!include[](includes/6-summary.md)]
+

learn-pr/azure/intro-to-azure-application-gateway/includes/1-introduction.md

@@ -4,10 +4,10 @@ Adatum is a new and expanding online commerce store that sells industrial drones
 
 To meet your goals, you need to ensure that the Azure service replicates the functionality that the special hardware currently provides. Important functionality that must be present in the replacement service includes:
 
-- Detect if one of the on-premises servers becomes unavailable so that traffic is no longer directed to it
-- TLS termination functionality to reduce the amount of CPU capacity consumed by encryption and decryption operations
-- Session affinity to ensure that the same back-end pool host always serves a client connection to a web application
-- Security filtering of malicious traffic such as SQL injection and cross site scripting attacks
+- Detect if one of the on-premises servers becomes unavailable so that traffic is no longer directed to it.
+- TLS (Transport Layer Security) termination functionality to reduce the amount of CPU capacity consumed by encryption and decryption operations.
+- Session affinity to ensure that the same back-end pool host always serves a client connection to a web application.
+- Security filtering of malicious traffic such as SQL injection and cross site scripting attacks.
 
 This module explains what Azure Application Gateway does, how it works, and when you should choose to use Azure Application Gateway as a solution to meet your organization’s needs.