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  account : Manage Azure subscription information. acr : Manage private registries with Azure Container Registries. ad : Manage Azure Active Directory Graph entities needed for Role Based Access Control. advisor : Manage Azure Advisor. afd : Manage Azure Front Door Standard/Premium. ai-examples : Add AI powered examples to help content. aks : Manage Azure Kubernetes Services. ams : Manage Azure Media Services resources. apim : Manage Azure API Management services. appconfig : Manage App Configurations. appservice : Manage App Service plans. aro : Manage Azure Red Hat OpenShift clusters. backup : Manage Azure Backups. batch : Manage Azure Batch. bicep : Bicep CLI command group. billing : Manage Azure Billing. bot : Manage Microsoft Azure Bot Service. cache : Commands to manage CLI objects cached using...

Connecting on-premises data to the Azure platform for machine learning and generative AI Retrieval Augmented Generation (RAG) involves several steps. Here’s a step-by-step guide: Step 1: Set Up Azure Machine Learning Workspace 1. Create an Azure Machine Learning Workspace: This is your central place for managing all your machine learning resources. 2. Configure Managed Virtual Network: Ensure your workspace is set up with a managed virtual network for secure access to on-premises resources. Step 2: Establish Secure Connection 1. Install Azure Data Gateway: Set up an Azure Data Gateway on your on-premises network to securely connect to Azure. 2. Configure Application Gateway: Use Azure Application Gateway to route and secure communication between your on-premises data and Azure workspace. Step 3: Connect On-Premises Data Sources 1. Create Data Connections: Use Azure Machine Learning to create connections to your on-premises data sources, such as SQL Server or Snowflake - Azure Machine ....

                                                                                                      Azure Azure's networking services offer a comprehensive suite of capabilities to connect, protect, deliver, and monitor your applications and networks. Whether you need to connect on-premises resources to the cloud, safeguard your applications from cyberattacks, optimize application performance, or gain insights into network traffic, Azure's networking solutions have you covered. Connectivity Services: Virtual Network (VNet): Create a private network in the cloud to isolate and protect your Azure resources. Virtual WAN: Establish a secure and reliable connection between...