AI-102 Labs

Applied Skills

Note

Applied Skills on Microsoft Learn are practical, hands-on exercises designed to help users build and demonstrate proficiency in specific technologies or tasks. These small labs focus on solving real-world scenarios, reinforcing learning through direct application of skills, and preparing users for industry roles or certifications.

Build AI-powered solutions by using Microsoft Azure Database for PostgreSQL

Build a natural language processing solution with Azure AI Language

Build an Azure AI Vision solution

Create an intelligent document processing solution with Azure AI Document Intelligence

Develop AI agents using Microsoft Azure OpenAI and Semantic Kernel

Develop generative AI solutions with Azure OpenAI Service

Train and manage a machine learning model with Azure Machine Learning

Microsoft Learn

Note

Microsoft Learn sandboxes are interactive, temporary environments provided by Microsoft Learn that allow users to practice and explore Azure services and other Microsoft technologies without needing their own subscription. These sandboxes are free, time-limited, and isolated, offering a secure space to complete guided learning modules, tutorials, and hands-on exercises in a real-world setup.

Occasionally, they require you to bring your own subscription or run the exercises locally on your computer.

Caution

Be careful of starting multiple sandboxes/visiting multiple sandbox URLs at the same time as Microsoft Learn might suspend your access due to detected suspicious activity.

Use Azure AI services

Manage Azure AI Services Security

Monitor Azure AI services

Use a container

Implementing Azure AI Content Safety

Analyze images with Azure AI Vision

Classify images with Azure AI Custom Vision

Detect objects in images with Azure AI Custom Vision

Detect, analyze, and identify faces

Read text in images

Analyze video

Analyze text

Create a question answering solution

Build an Azure AI services conversational language understanding

Classify text

Extract custom entities

Translate text with the Azure AI Translator service

Create a speech-enabled app

Translate speech

Create a search solution

Create a Custom Skill for Azure AI Search

Create a knowledge store

Implement enhancements to search results

Add to an index using the push API

Debug search issues

Use semantic ranking on an index

Use the REST API to run vector search queries

Analyze a document using Azure AI Document Intelligence

Extract data from custom forms

Create a composed model

Get started with Azure OpenAI Service

Add your data for RAG with Azure OpenAI Service

Generate images with a DALL-E model

Microsoft GitHub

Note

Microsoft GitHub labs are series of labs designed to be used in Microsoft Instructor Lead Trainings delivered by Microsoft Certified Trainers where participants also have access to the environment to perform them. This means that for everyone else, it is necessary to bring your own environment to go through them.

Get Started with Azure AI Services

Manage Azure AI Services Security

Monitor Azure AI Services

Use an Azure AI Services Container

Analyze Text

Translate Text

Recognize and Synthesize Speech

Translate Speech

Create a language understanding model with the Azure AI Language service

Create a Conversational Language Understanding Client Application

https://microsoftlearning.github.io/AI-102-AIEngineer/Instructions/12-qna-maker.html

Create a Bot with the Bot Framework SDK

Create a Bot with Bot Framework Composer

Analyze Images with Azure AI Vision

Analyze Video with Video Analyzer

Classify Images with Azure AI Custom Vision

Detect Objects in Images with Custom Vision

Detect and Analyze Faces

Read Text in Images

Extract Data from Forms

Create an Azure AI Search solution

Create a Custom Skill for Azure AI Search

Create a Knowledge Store with Azure AI Search