Guided path · intermediate
Microsoft AI Foundry in Practice
Provision Foundry projects, deploy frontier models, configure agent loops, and manage cloud boundaries.
2 modules75 minutesMicrosoft Foundry Practitioner badge
42
Complete the path to earnMicrosoft Foundry PractitionerWho this is for
Cloud engineers, solution architects, and developers building on the Microsoft AI stack.
Your route
Modules
- 0140 min · intermediateMicrosoft Foundry, from provisioning to model deploymentThis intermediate-level module teaches you to plan and provision a Microsoft Foundry project, select a suitable model, create a deployment, validate its behavior, and prepare it for application use. After completing it, you can follow a controlled path from an approved cloud scope to a tested model endpoint.Begin →
- 0235 min · intermediateFine-tuning, adapters, distillation, and when not to trainThis intermediate module enables learners to distinguish full fine-tuning, adapter-based training, and distillation, then decide whether training is appropriate for a specific model requirement. After completing it, learners can select an approach, explain the trade-offs, and design a baseline evaluation before committing training resources.Begin →