Course Outline
Module 1: Explore Fundamentals of Artificial Intelligence
In this module, participants will gain an understanding of the 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.
Lessons
- Introduction to Artificial Intelligence
- Artificial Intelligence in Microsoft Azure
After completing this module, you will be able to:
- Describe AI workloads and considerations for government.
Module 2: Explore Fundamentals of Machine Learning
Machine learning forms 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.
Lessons
- Introduction to Machine Learning
- Azure Machine Learning
After completing this module, you will be able to:
- Describe the fundamental principles of machine learning on Azure for government.
Module 3: Explore Fundamentals of Computer Vision
Computer vision is an area of AI that focuses on understanding the world visually through images, video files, and cameras. In this module, participants will explore various computer vision techniques and services.
Lessons
- Computer Vision Concepts
- Creating Computer Vision Solutions in Azure
After completing this module, you will be able to:
- Describe the features of computer vision workloads on Azure for government.
Module 4: Explore Fundamentals of Natural Language Processing
This module covers 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.
Lessons
- Introduction to Natural Language Processing
- Building Natural Language Solutions in Azure
After completing this module, you will be able to:
- Describe the features of Natural Language Processing (NLP) workloads on Azure for government.
