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AI-900T00: Microsoft Azure AI Fundamentals

By Tyler Farmer
1 Day
Live Class Recording
January 20, 2026
Courseware

Courseware is available for this class. Click here to view in a new tab/window.

Course Description

Artificial Intelligence (AI) will define the next generation of software solutions and unlocks the potential to create amazing applications. This course introduces fundamentals concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions.

The course is not designed to teach students to become professional data scientists or software developers, but rather to build awareness of common AI workloads and the ability to identify Azure services to support them.

This course can be taken as an optional first step in learning about cloud AI services with Microsoft Azure, before taking further Azure role-based certifications like Azure Data Scientist Associate or Azure AI Engineer Associate. This course is designed to be delivered in one full day. The course is designed as a blended learning experience that combines instructor-led training with online materials on the Microsoft Learn platform (https://docs.microsoft.com/learn). The hands-on exercises in the course are completed in the associated Microsoft Learn modules, and students are encouraged to use the content on Learn as reference materials to reinforce what they learn in class and to explore topics in more depth.

Course Outline

Module 1: Microsoft Azure AI Fundamentals: AI Overview

Lessons

  • Fundamental AI concepts
  • Fundamentals of machine learning
  • Fundamentals of Azure AI services

 

Module 2: Microsoft Azure AI Fundamentals: Computer Vision

Lessons:

  • Computer Vision Concepts
  • Computer Vision capabilities in Azure

 

Module 3: Microsoft Azure AI Fundamentals: Natural Language Processing

Lessons:

  • Natural Language Processing Concepts
  • Building Natural Language capabilities in Azure

 

Module 4: Microsoft Azure AI Fundamentals: Document Intelligence and Knowledge Mining 

Lessons:

  • Azure AI Document Intelligence
  • Azure AI Search

 

Module 5: Microsoft Azure AI Fundamentals: Generative AI 

Lessons:

  • Fundamentals of Generative AI
  • Introduction to Azure AI Studio
  • Explore responsible generative AI
Course Content
Section 0: Introduction
Course Introduction
Section 1: Overview
Introduction to AI Concepts
Getting Started with Azure AI Services
Section 2: Machine Learning
Machine Learning Concepts
Getting Started with ML in Azure
Section 3: Generative AI
Generative AI Concepts
Getting Started with Generative AI in Microsoft Foundry
Instructions on the Lab Environment and Lab 1
Instructions on the Lab Environment and Lab 1
Instructions on the Lab Environment and Lab 2
Instructions on the Lab Environment and Lab 2
Instructions on the Lab Environment and Lab 3
Instructions on the Lab Environment and Lab 3
Instructions on the Lab Environment and Lab 4
Instructions on the Lab Environment and Lab 4
Section 4: Natural Language Processing
Text
Speech
Recap of Labs
Recap of Labs
Section 5: Computer Vision
Computer Vision Concepts
Getting Started with Computer Vision
Demo of DALL-E Generating Images and SORA
Demo of DALL-E Generating Images and SORA
AI-102 Course Information
Information Extraction Concepts
Section 6: Information Extraction