Course Outline
Module 1: Explore Fundamentals of Artificial Intelligence
In this module, you will learn about common uses of artificial intelligence (AI) and the different types of workloads associated with AI. You will also explore the 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 Artificial Intelligence workloads and considerations
Module 2: Explore Fundamentals of Machine Learning
Machine learning serves as the foundation for modern AI solutions. In this module, you 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 fundamental principles of machine learning on Azure
Module 3: Explore Fundamentals of Computer Vision
Computer vision is the area of AI focused on understanding the world visually through images, video files, and cameras. In this module, you 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 features of computer vision workloads on Azure
Module 4: Explore Fundamentals of Natural Language Processing
This module covers scenarios for AI solutions that can process written and spoken language. You 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 Azur
After completing this module you will be able to
- Describe features of Natural Language Processing (NLP) workloads on Azure
Requirements
No prerequisite certification is required for this course. Successful students typically possess a basic understanding of computing and internet concepts, along with 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.
- A willingness to learn through hands-on exploration.
