Course Outline
Module 1: Explore Fundamentals of Artificial Intelligence
In this module, you will explore common applications of artificial intelligence (AI) and the various types of AI workloads. You will also examine the considerations and principles essential for responsible AI development.
Lessons
- Introduction to Artificial Intelligence
- Artificial Intelligence in Microsoft Azure
Upon completing this module, you will be able to:
- Describe AI workloads and key considerations.
Module 2: Explore Fundamentals of Machine Learning
Machine learning serves as the foundation for modern AI solutions. This module covers fundamental machine learning concepts and demonstrates 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.
Module 3: Explore Fundamentals of Computer Vision
Computer vision is the area of AI focused on understanding the visual world 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 the features of computer vision workloads on Azure.
Module 4: Explore Fundamentals of Natural Language Processing
This module outlines scenarios for AI solutions capable of processing written and spoken language. You will learn about Azure services 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.
Requirements
No prerequisite certification is required for this course. Successful participants typically begin with a basic understanding of computing and internet concepts, along with an interest in utilizing Azure AI services.
Specifically, ideal candidates possess:
- Experience using computers and the internet.
- Interest in AI application use cases and machine learning models.
- A willingness to learn through hands-on exploration.
