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AI-900T00: Microsoft Azure AI Fundamentals

By Ginger Grant
1 Day
Live Class Recording
April 1, 2024
Courseware

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Course Description

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. The course is designed as a blended learning experience that combines instructor-led training with online materials on the Microsoft Learn platform (https://azure.com/learn). The hands-on exercises in the course are based on Learn modules, and students are encouraged to use the content on Learn as reference materials to reinforce what they learn in the class and to explore topics in more depth.

Course Outline

Module 1: Fundamentals of Artificial Intelligence

Lessons:

  • Introduction to Artificial Intelligence
  • Artificial Intelligence in Microsoft Azure

 

Module 2: Fundamentals of Computer Vision

Lessons:

  • Computer Vision Concepts
  • Computer Vision solutions in Azure

 

Module 3: Natural Language Processing

Lessons

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

 

Module 4: Fundamentals of Document Intelligence and Knowledge Mining

Lesson:

  • Azure IA Document Intelligence

 

Module 5: Generative AI

Lessons

  • Fundamentals of Generative AI
  • Fundamentals of Azure OpenAI Service
  • Responsible generative AI
Course Content
Introduction
Introduction
Fundamentals of Artificial Intelligence
Introduction to Artificial Intelligence
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
Generative AI
Fundamentals of Generative AI
Fundamentals of Azure OpenAI Service
Responsible gnerative AI