Language

Overview This exercise demonstrates how to analyze text using Azure AI Language, including language detection, sentiment analysis, key phrase extraction, and entity recognition. Steps & Configuration Details 1. Provision an Azure AI Language Resource Open Azure Portal (https://portal.azure.com) and sign in. Select Create a resource → Search for Language Service → Click Create. Configuration Items: Subscription: Your Azure subscription. Resource Group: Select or create a resource group. Region: Choose any available region. Name: Enter a unique name. Pricing Tier: F0 (Free) or S (Standard). Responsible AI Notice: Agree. After provisioning, navigate to Keys and Endpoint in the Resource Management section. ...

Overview This exercise demonstrates how to create a Question Answering solution using Azure AI Language. The solution enables users to query a knowledge base of FAQs using natural language. Steps & Configuration Details 1. Provision an Azure AI Language Resource Open Azure Portal (https://portal.azure.com) and sign in. Select Create a resource → Search for Language Service → Click Create. Configuration Items: Subscription: Your Azure subscription. Resource Group: Select or create a resource group. Region: Choose any available location. Name: Enter a unique name. Pricing Tier: F0 (Free) or S (Standard). Azure Search Region: Same global region as Language resource. Azure Search Pricing Tier: Free (F) or Basic (B). Responsible AI Notice: Agree. After provisioning, navigate to Keys and Endpoint in the Resource Management section. ...

Overview This exercise demonstrates how to create a conversational language understanding model using Azure AI Language Service. The model interprets user input, predicts intent, and identifies relevant entities. Steps & Configuration Details 1. Provision an Azure AI Language Resource Open Azure Portal (https://portal.azure.com) and sign in. Select Create a resource → Search for Language Service → Click Create. Configuration Items: Subscription: Your Azure subscription. Resource Group: Select or create a resource group. Region: Choose from: East US West US 3 North Europe South Central US Name: Enter a unique name. Pricing Tier: F0 (Free) or S (Standard). Responsible AI Notice: Agree. After provisioning, navigate to Keys and Endpoint in the Resource Management section. ...

Overview This exercise demonstrates how to create a custom text classification model using Azure AI Language Service. The model is trained to categorize text into predefined classes. Steps & Configuration Details 1. Provision an Azure AI Language Resource Open Azure Portal (https://portal.azure.com) and sign in. Select Create a resource → Search for Language Service → Click Create. Configuration Items: Subscription: Your Azure subscription. Resource Group: Select or create a resource group. Region: Choose from: Australia East Central India East US North Europe South Central US Switzerland North UK South West Europe West US 2 West US 3 Name: Enter a unique name. Pricing Tier: F0 (Free) or S (Standard). Storage Account: Create a new storage account. Storage Account Type: Standard LRS. Responsible AI Notice: Agree. After provisioning, navigate to Keys and Endpoint in the Resource Management section. ...

Overview This exercise demonstrates how to extract custom entities from text using Azure AI Language Service. The solution involves training a model to recognize specific entities in classified ads. Steps & Configuration Details 1. Provision an Azure AI Language Resource Open Azure Portal (https://portal.azure.com) and sign in. Select Create a resource → Search for Language Service → Click Create. Configuration Items: Subscription: Your Azure subscription. Resource Group: Select or create a resource group. Region: Choose from: Australia East Central India East US East US 2 North Europe South Central US Switzerland North UK South West Europe West US 2 West US 3 Name: Enter a unique name. Pricing Tier: F0 (Free) or S (Standard). Storage Account: Create a new storage account. Storage Account Type: Standard LRS. Responsible AI Notice: Agree. After provisioning, navigate to Keys and Endpoint in the Resource Management section. ...