Course Outline
Module 1: Explore Fundamentals of Artificial Intelligence for Government
In this module, participants will gain an understanding of common applications of artificial intelligence (AI) and the various types of workloads associated with AI. They will also explore key considerations and principles for responsible AI development in a government context.
Lessons
- Introduction to Artificial Intelligence
- Artificial Intelligence in Microsoft Azure
After completing this module, participants will be able to:
- Describe AI workloads and considerations for government
Module 2: Explore Fundamentals of Machine Learning for Government
Machine learning is the foundation for modern AI solutions. In this module, participants will learn about fundamental machine learning concepts and how to use the Azure Machine Learning service to create and publish machine learning models in a government setting.
Lessons
- Introduction to Machine Learning
- Azure Machine Learning
After completing this module, participants will be able to:
- Describe fundamental principles of machine learning on Azure for government
Module 3: Explore Fundamentals of Computer Vision for Government
Computer vision is the area of AI that deals with understanding the world visually through images, video files, and cameras. In this module, participants will explore multiple computer vision techniques and services suitable for government use.
Lessons
- Computer Vision Concepts
- Creating Computer Vision Solutions in Azure
After completing this module, participants will be able to:
- Describe features of computer vision workloads on Azure for government
Module 4: Explore Fundamentals of Natural Language Processing for Government
This module describes scenarios for AI solutions that can process written and spoken language. Participants will learn about Azure services that can be used to build solutions that analyze text, recognize and synthesize speech, translate between languages, and interpret commands in a government context.
Lessons
- Introduction to Natural Language Processing
- Building Natural Language Solutions in Azure
After completing this module, participants will be able to:
- Describe features of Natural Language Processing (NLP) workloads on Azure for government
Requirements
No prerequisite certification is required before enrolling in this course. Individuals who are successful in the Azure AI Fundamentals program typically possess a basic understanding of computing and internet concepts, along with an interest in leveraging Azure AI services for government.
Specifically:
- Experience using computers and the internet.
- Interest in exploring use cases for AI applications and machine learning models.
- A willingness to engage in hands-on learning activities.
