Module 1: Introduction to AI- In this module, you'll learn
about common uses of artificial intelligence (AI), and the different types of
workload associated with AI. You'll then explore considerations and principles
for responsible AI development.
Lessons:
- Artificial Intelligence in Azure
- Responsible AI
Module 2: Machine Learning- Machine learning is the
foundation for modern AI solutions. In this module, you'll learn about some
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
Module 3: Computer Vision- Computer vision is a the area of
AI that deals with understanding the world visually, through images, video
files, and cameras. In this module you'll explore multiple computer vision
techniques and services.
Lessons:
- Computer Vision Concepts
- Computer Vision in Azure
Module 4: Natural Language Processing- This module describes
scenarios for AI solutions that can process written and spoken language. You'll
learn about Azure services that can be used to build solutions that analyze
text, recognize and synthesize speech, translate between languages, and
interpret commands.
Module 5: Conversational AI- Conversational AI enables users
to engage in a dialog with an AI agent, or bot, through communication channels
such as email, webchat interfaces, social media, and others. This module
describes some basic principles for working with bots and gives you an
opportunity to create a bot that can respond intelligently to user questions.
Lessons:
- Conversational AI Concepts
- Conversational AI in Azure