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learn-pr/azure/aks-cluster-autoscaling/includes/3-exercise-cluster-autoscaler.md

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## Enable the cluster autoscaler on an AKS cluster
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1. Open the [Azure Cloud Shell](https://shell.azure.com) in your browser and select **Bash**.
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2. Create an Azure resource group using the `az group create` command.
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1. In the Cloud Shell window on the right side of the screen, select the **More** icon (**...**), then select **Settings** > **Go to Classic version**.
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1. Create an Azure resource group using the `az group create` command.
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```azurecli-interactive
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az group create --name myResourceGroup --location eastus
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```
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3. Create a new Azure Kubernetes Service (AKS) cluster with the cluster autoscaler enabled using the `az aks create` command and the `--enable-cluster-autoscaler` flag.
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1. Create a new Azure Kubernetes Service (AKS) cluster with the cluster autoscaler enabled using the `az aks create` command and the `--enable-cluster-autoscaler` flag.
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```azurecli-interactive
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az aks create --resource-group myResourceGroup --name myAKSCluster --enable-addons monitoring --enable-msi-auth-for-monitoring --enable-cluster-autoscaler --min-count 1 --max-count 10 --generate-ssh-keys
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```
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It takes a few minutes to create the cluster.
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4. Connect to your cluster using the `az aks get-credentials` command.
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1. Connect to your cluster using the `az aks get-credentials` command.
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```azurecli-interactive
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az aks get-credentials --resource-group myResourceGroup --name myAKSCluster
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```
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5. View the nodes in your cluster using the `kubectl get nodes` command.
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1. View the nodes in your cluster using the `kubectl get nodes` command.
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```azurecli-interactive
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kubectl get nodes
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touch deployment.yml
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```
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2. Open the manifest file using the `code` command.
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1. Open the manifest file using the `code` command.
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```azurecli-interactive
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code deployment.yml
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```
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3. Paste the following code into the manifest file.
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1. Paste the following code into the manifest file.
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```yml
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apiVersion: apps/v1
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name: http
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```
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4. Save the file and close the editor.
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1. Save the file and close the editor.
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1. Run the deployment by using the following code:
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```azurecli-interactive
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kubectl apply -f deployment.yml
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```
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## Update the cluster autoscaler profile
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### YamlMime:ModuleUnit
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uid: learn.analyze-infrastructure-with-azure-monitor-logs.1-introduction
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metadata:
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title: Introduction
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description: Introduction
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ms.date: 10/15/2024
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author: guywi-ms
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ms.author: guywild
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ms.topic: unit
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title: Introduction
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durationInMinutes: 2
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content: |
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[!include[](includes/1-introduction.md)]
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### YamlMime:ModuleUnit
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uid: learn.analyze-infrastructure-with-azure-monitor-logs.1-introduction
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metadata:
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title: Introduction
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description: Introduction
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ms.date: 10/15/2024
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author: EliotSeattle
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ms.author: eliotgra
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ms.topic: unit
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title: Introduction
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durationInMinutes: 2
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content: |
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[!include[](includes/1-introduction.md)]
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### YamlMime:ModuleUnit
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uid: learn.analyze-infrastructure-with-azure-monitor-logs.2-features-azure-monitor-log
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metadata:
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title: Features of Azure Monitor logs
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description: Features of Azure Monitor logs
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ms.date: 10/15/2024
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author: guywi-ms
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ms.author: guywild
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ms.topic: unit
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title: Features of Azure Monitor logs
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durationInMinutes: 10
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content: |
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[!include[](includes/2-features-azure-monitor-log.md)]
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quiz:
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title: Check your knowledge
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questions:
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- content: "What data does Azure Monitor collect?"
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choices:
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- content: "Data from various sources, such as the Application event log, the operating system (Windows and Linux), Azure resources, and custom data sources."
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isCorrect: true
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explanation: "This answer is correct."
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- content: "Azure billing details."
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isCorrect: false
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explanation: "Azure Monitor doesn't collect information related to billing. You can use Microsoft Cost Management to track this information."
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- content: "Backups of database transaction logs."
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isCorrect: false
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explanation: "Azure Monitor doesn't perform backups of database transaction logs. You can use Azure Backup for backups of your systems."
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- content: "What two fundamental types of data does Azure Monitor collect?"
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choices:
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- content: "Metrics and logs."
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isCorrect: true
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explanation: "Azure Monitor collects two types of data: metrics and logs. Metrics are numerical values that describe some aspect of a system at a particular time. Logs contain different kinds of data, such as event information, organized into records."
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- content: "Username and password."
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isCorrect: false
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explanation: "You might be able to track which users are connecting to your system, but items such as passwords aren't recorded."
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- content: "Email notifications and errors."
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isCorrect: false
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explanation: "Use Azure Monitor to send an email notification for Microsoft Defender for Cloud alerts. Microsoft Defender for Cloud allows you to provide a security contact that will receive email notifications for security alerts."
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### YamlMime:ModuleUnit
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uid: learn.analyze-infrastructure-with-azure-monitor-logs.2-features-azure-monitor-log
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metadata:
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title: Features of Azure Monitor logs
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description: Features of Azure Monitor logs
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ms.date: 10/15/2024
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author: EliotSeattle
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ms.author: eliotgra
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ms.topic: unit
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title: Features of Azure Monitor logs
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durationInMinutes: 10
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content: |
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[!include[](includes/2-features-azure-monitor-log.md)]
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quiz:
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title: Check your knowledge
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questions:
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- content: "What data does Azure Monitor collect?"
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choices:
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- content: "Data from various sources, such as the Application event log, the operating system (Windows and Linux), Azure resources, and custom data sources."
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isCorrect: true
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explanation: "This answer is correct."
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- content: "Azure billing details."
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isCorrect: false
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explanation: "Azure Monitor doesn't collect information related to billing. You can use Microsoft Cost Management to track this information."
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- content: "Backups of database transaction logs."
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isCorrect: false
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explanation: "Azure Monitor doesn't perform backups of database transaction logs. You can use Azure Backup for backups of your systems."
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- content: "What two fundamental types of data does Azure Monitor collect?"
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choices:
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- content: "Metrics and logs."
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isCorrect: true
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explanation: "Azure Monitor collects two types of data: metrics and logs. Metrics are numerical values that describe some aspect of a system at a particular time. Logs contain different kinds of data, such as event information, organized into records."
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- content: "Username and password."
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isCorrect: false
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explanation: "You might be able to track which users are connecting to your system, but items such as passwords aren't recorded."
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- content: "Email notifications and errors."
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isCorrect: false
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explanation: "Use Azure Monitor to send an email notification for Microsoft Defender for Cloud alerts. Microsoft Defender for Cloud allows you to provide a security contact that will receive email notifications for security alerts."
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### YamlMime:ModuleUnit
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uid: learn.analyze-infrastructure-with-azure-monitor-logs.3-create-log-queries
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metadata:
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title: Create basic Azure Monitor log queries to extract information from log data
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description: Create basic Azure Monitor log queries to extract information from log data
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ms.date: 10/15/2024
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author: guywi-ms
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ms.author: guywild
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ms.topic: unit
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title: Create basic Azure Monitor log queries to extract information from log data
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durationInMinutes: 10
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content: |
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[!include[](includes/3-create-log-queries.md)]
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### YamlMime:ModuleUnit
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uid: learn.analyze-infrastructure-with-azure-monitor-logs.3-create-log-queries
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metadata:
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title: Create basic Azure Monitor log queries to extract information from log data
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description: Create basic Azure Monitor log queries to extract information from log data
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ms.date: 10/15/2024
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author: EliotSeattle
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ms.author: eliotgra
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ms.topic: unit
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title: Create basic Azure Monitor log queries to extract information from log data
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durationInMinutes: 10
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content: |
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[!include[](includes/3-create-log-queries.md)]
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### YamlMime:ModuleUnit
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uid: learn.analyze-infrastructure-with-azure-monitor-logs.4-exercise-create-log-queries
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metadata:
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title: Exercise - Create basic Azure Monitor log queries to extract information from log data
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description: Exercise - Create basic Azure Monitor log queries to extract information from log data
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ms.date: 10/15/2024
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author: guywi-ms
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ms.author: guywild
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ms.topic: unit
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title: Exercise - Create basic Azure Monitor log queries to extract information from log data
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durationInMinutes: 12
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azureSandbox: true
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content: |
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[!include[](includes/4-exercise-create-log-queries.md)]
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### YamlMime:ModuleUnit
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uid: learn.analyze-infrastructure-with-azure-monitor-logs.4-exercise-create-log-queries
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metadata:
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title: Exercise - Create basic Azure Monitor log queries to extract information from log data
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description: Exercise - Create basic Azure Monitor log queries to extract information from log data
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ms.date: 10/15/2024
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author: EliotSeattle
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ms.author: eliotgra
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ms.topic: unit
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title: Exercise - Create basic Azure Monitor log queries to extract information from log data
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durationInMinutes: 12
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azureSandbox: true
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content: |
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[!include[](includes/4-exercise-create-log-queries.md)]
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### YamlMime:ModuleUnit
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uid: learn.analyze-infrastructure-with-azure-monitor-logs.5-summary
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metadata:
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title: Summary
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description: Summary
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ms.date: 10/15/2024
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author: guywi-ms
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ms.author: guywild
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ms.topic: unit
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title: Summary
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durationInMinutes: 2
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content: |
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[!include[](includes/5-summary.md)]
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### YamlMime:ModuleUnit
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uid: learn.analyze-infrastructure-with-azure-monitor-logs.5-summary
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metadata:
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title: Summary
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description: Summary
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ms.date: 10/15/2024
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author: EliotSeattle
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ms.author: eliotgra
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ms.topic: unit
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title: Summary
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durationInMinutes: 2
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content: |
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[!include[](includes/5-summary.md)]
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