- Module 1: This module introduces common AI workloads and their corresponding Azure AI Services. It also introduces Microsoft's Responsible AI policies.
In this module, you'll learn about the kinds of solutions AI can make possible and considerations for responsible AI practices.
- Module 2: Understand how to use Azure AI Face to detect and analyze faces.
Learn how to use Azure AI Face service to detect and analyze faces in images.
- Module 3: Learn about how large language models form the foundation of generative AI applications and understand how to work with Microsoft Copilot.
By the end of this module, you are able to:
- Understand generative AI's place in the development of artificial intelligence.
- Understand language models and their role in intelligent applications.
- Describe examples of copilots and good prompts.
- Module 4: Explore six principles to guide AI development and use - fairness, reliability and safety, privacy and security, inclusiveness, transparency, and accountability.
In this module, you will:
Prepare for the implications of responsible AI
Describe principles of responsible AI
Establish a system for AI governance
Take actions for AI governance
Engage across teams and organizations to implement responsible AI principles
Take inspiration from how responsible AI is approached at Microsoft
Overview
Syllabus
- Module 1: Module 1: Fundamental AI Concepts
- Introduction to AI
- Understand machine learning
- Understand computer vision
- Understand natural language processing
- Understand document intelligence and knowledge mining
- Understand generative AI
- Challenges and risks with AI
- Understand Responsible AI
- Knowledge check
- Summary
- Module 2: Module 2: Fundamentals of Facial Recognition
- Introduction
- Understand facial analysis
- Get started with facial analysis on Azure
- Exercise - Detect faces in Vision Studio
- Knowledge check
- Summary
- Module 3: Module 3: Fundamentals of Generative AI
- Introduction
- What is generative AI?
- What are language models?
- Using language models
- What are copilots?
- Microsoft Copilot
- Considerations for Copilot prompts
- Extending and developing copilots
- Exercise - Explore Microsoft Copilot
- Knowledge check
- Summary
- Module 4: Module 4: Embrace responsible AI principles and practices
- Introduction
- Prepare for the implications of responsible AI
- Identify guiding principles for responsible AI
- Design a system for AI governance
- Applying systems for AI governance
- Responsible AI at Microsoft
- Put responsible AI frameworks in action
- Knowledge check
- Summary
