Content Directory

This repository contains the hands-on lab exercises for Microsoft course AI-102 Designing and Implementing a Microsoft Azure AI Solution and the equivalent self-paced modules on Microsoft Learn. The exercises are designed to accompany the learning materials and enable you to practice using the technologies they describe.

To complete these exercises, you’ll require a Microsoft Azure subscription. If your instructor has not provided you with one, you can sign up for a free trial at https://azure.microsoft.com.

Labs

Module Lab
Setup Lab Environment Setup
Setup Enable Resource Providers
Module 2 - Developing AI Apps with Cognitive Services Get Started with Cognitive Services
Module 2 - Developing AI Apps with Cognitive Services Manage Cognitive Services Security
Module 2 - Developing AI Apps with Cognitive Services Monitor Cognitive Services
Module 2 - Developing AI Apps with Cognitive Services Use a Cognitive Services Container
Module 3 - Getting Started with Natural Language Processing Analyze Text
Module 3 - Getting Started with Natural Language Processing Translate Text
Module 4 - Building Speech-Enabled Applications Recognize and Synthesize Speech
Module 4 - Building Speech-Enabled Applications Translate Speech
Module 5 - Creating Language Understanding Solutions Create a Language Understanding App
Module 5 - Creating Language Understanding Solutions Create a Language Understanding Client Application
Module 5 - Creating Language Understanding Solutions Use the Speech and Language Understanding Services
Module 6 - Building a QnA Solution Create a QnA Solution
Module 7 - Conversational AI and the Azure Bot Service Create a Bot with the Bot Framework SDK
Module 7 - Conversational AI and the Azure Bot Service Create a Bot with Bot Framework Composer
Module 8 - Getting Started with Computer Vision Analyze Images with Computer Vision
Module 8 - Getting Started with Computer Vision Analyze Video with Video Analyzer
Module 9 - Developing Custom Vision Solutions Classify Images with Custom Vision
Module 9 - Developing Custom Vision Solutions Detect Objects in Images with Custom Vision
Module 10 - Detecting, Analyzing, and Recognizing Faces Detect, Analyze, and Recognize Faces
Module 11 - Reading Text in Images and Documents Read Text in Images
Module 11 - Reading Text in Images and Documents Extract Data from Forms
Module 12 - Creating a Knowledge Mining Solution Create an Azure Cognitive Search solution
Module 12 - Creating a Knowledge Mining Solution Create a Custom Skill for Azure Cognitive Search
Module 12 - Creating a Knowledge Mining Solution Create a Knowledge Store with Azure Cognitive Search