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AI-900T00: Microsoft Azure AI Fundamentals

By Ginger Grant
1 Day
Live Class Recording
February 10, 2025
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
Introduction
Introduction
Fundamentals of Artificial Intelligence
Fundament AI concepts
Fundamentals of machine learning
Fundamentals of Azure AI services
Fundamentals of Computer Vision
Computer Vision Concepts
Computer Vision solutions in Azure
Fundamentals of Natural Language Processing
Natural Language Processing Concepts
Building Natural Language capabilities in Azure
Fundamentals of Document Intelligence and Knowledge Mining
Azure IA Document Intelligence
Azure AI Search
Generative AI
Fundamentals of Generative AI
Fundamentals of Azure OpenAI Service
Responsible gnerative AI