AI-102 Study Series Exercise 20: Custom Entity Extraction with Azure AI Language
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. ...