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Microsoft Azure AI Fundamentals

Course number: CGIAIF40

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.


Prerequisite certification is not required before taking this course. Successful Azure AI Fundamental students start with some basic awareness of computing and internet concepts, and an interest in using Azure AI services; specifically:

  • Experience using computers and the internet
  • Interest in use cases for AI applications and machine learning models
  • Willingness to learn from hands-on experience
Target Audience

The Azure AI Fundamentals course is designed for anyone interested in learning about the types of solutions that artificial intelligence (AI) makes possible, and the services on Microsoft Azure that you can use to create them. You don’t need to have any experience of using Microsoft Azure before taking this course, but a basic level of familiarity with computer technology and the Internet is assumed. Some of the concepts covered in the course require a basic understanding of mathematics, such as the ability to interpret charts. The course includes hands-on activities that involve working with data and running code, so a knowledge of fundamental programming principles will be helpful.

Course Content
1. Fundamental AI Concepts
  • Understand machine learning
  • Understand computer vision
  • Understand natural language processing
  • Understand document intelligence and knowledge mining
  • Understand generative AI
  • Challenges and risks with AI
  • Understand responsible AI
2. Fundamentals of Machine Learning
  • What is machine learning?
  • Types of machine learning
  • Regression
  • Binary classification
  • Multiclass classification
  • Clustering
  • Deep learning
  • Azure machine learning
3. Fundamentals of Azure AI Services
  • AI services on the Azure platform
  • Create Azure AI service resources
  • Use Azure AI services
  • Understand authentication for Azure AI services
4. Fundamentals of Computer Vision
  • Images and image processing
  • Machine learning for computer vision
  • Azure AI Vision
5. Fundamentals of Facial Recognition
  • Understand face analysis
  • Get started with face analysis on Azure

Available Formats

Live Online