AI-900T00 – Microsoft Azure AI Fundamentals

AI-900T00 Microsoft Azure AI Fundamentals provides a foundational introduction to AI concepts, Azure AI services, machine learning, computer vision, NLP, conversational AI, and responsible AI.

Course Overview

The AI-900T00 Microsoft Azure AI Fundamentals course provides a foundational understanding of artificial intelligence concepts and Microsoft Azure AI services. Participants explore how AI capabilities can be implemented using Azure, including machine learning, computer vision, natural language processing, and conversational AI.

The course combines conceptual learning, demonstrations, and hands-on activities to help participants understand common AI workloads and their applications on Azure. It also introduces responsible AI principles and considerations for developing ethical AI solutions.

Course Objective

By the end of this course, participants will be able to:

  • Understand fundamental concepts of artificial intelligence and its applications.
  • Describe common AI workloads and their implementation on Azure.
  • Identify key Microsoft Azure AI services and their appropriate use cases.
  • Understand fundamental machine learning concepts and Azure Machine Learning capabilities.
  • Describe computer vision concepts and related Azure AI capabilities.
  • Understand natural language processing workloads and their applications.
  • Explain the concepts behind conversational AI and Azure conversational AI services.
  • Understand the importance of responsible AI and ethical considerations.
  • Identify suitable Azure AI services for common business scenarios.
  • Apply foundational AI concepts through demonstrations and hands-on activities.

Pre-requisites

There are no specific prerequisites for this course, and no prior programming or data science experience is required.

A basic understanding of computer concepts and familiarity with cloud computing would be beneficial. Participants should also have a general understanding of Microsoft Azure and Azure resources.

Course Curriculum

  • Artificial Intelligence in Azure
  • Responsible AI
  • Introduction to Machine Learning
  • Azure Machine Learning
  • Computer Vision Concepts
  • Computer Vision in Azure
  • Describe features of Natural Language Processing (NLP) workloads on Azure
  • Conversational AI Concepts
  • Conversational AI in Azure