AI & ML Academy
More coming soon! The AI & ML Academy is undergoing improvements.
Content
Welcome to the AI and ML Academy (AIA)! This academy includes 6 modules, all of which are built on top of each other. It incorporates technical assets as well as best practices. We include common AI/ML scenarios that we have seen throughout various industries. The objective of the academy is to help you move faster and build effective solutions. The modules are:
Vignettes (recently updated!)
Our ongoing vignettes continue the series by looking at the latest AI & ML topics:
Events (April 2024 Update📰)
- AI Readiness events: AI & ML Partner Prep
Table of Contents
The structure of the content is represented in the table below; each of the ‘module’ sessions, Customizable AI through MLOps, are more in-depth. Each session contains one or more presentations – with suggested labs and workshop content – designed to accommodate various skill levels.
| AI & ML Overview | |
| Customizable AI | Azure AI Services, including Vision, Language, Speech, and customization of these Cognitive Services |
| Azure OpenAI | Generative AI, including GPT, Codex, DALL-E, and ChatGPT |
| Scenario-based Services | Document Intelligence, Azure AI Search, Metrics Advisor, Personalizer, Video Indexer, Anomaly Detector, and Power Virtual Agents |
| Build Your Own ML | Custom ML with Notebooks, Auto ML, Designer using Azure ML |
| ML Platform | Train and Deploy models across a host of environments and compute types |
| ML Engineering in Production (MLOps) | Azure DevOps, GitHub Actions, Kubeflow |
Hands-on provisioned Environments
We are not currently offering fully hosted lab environments for the AI & ML Academy, but this may change in the future as we expand the content. In the meantime, you can still run the labs in your own Azure subscription. These labs are listed below:
Prepare for AI-Related Specializations
Specialization Program Guides
- Specialization: AI & Machine Learning in Microsoft Azure
- Specialization: Build and Modernize AI Apps with Microsoft Azure
Preparation Guidance
- AI and Machine Learning in Microsoft Azure Specialization-Partner Prep-FY24Q2
- Build and Modernize AI Apps with Microsoft Azure Specialization-Partner Prep-FY24Q2
Contributions
We welcome contributors to this project. Please use the GitHub links near the upper right and consider submitting pull requests or filing issues as needed. Curious how to contribute? See our Contribution Cheat Sheet.