Deployment & Scaling · Foundation
Setting Up an Azure Subscription You Can Experiment In Safely
Subscriptions, resource groups, regions, quota and budget alerts - the unglamorous setup that decides whether your first month of Azure AI costs 4 dollars or 400.
- 40 min lesson
- beginner level
- Azure AI Track
- Narrated presentation
What you’ll learn
- Tenant, subscription, resource group, resource - and why one RG per experiment
- Model and deployment-type availability varies by region; choose region from the model table
- Token-per-minute quota is per subscription, per region, per model, and takes time to raise
- Cost Management budgets and alerts must exist before the first API call
- Tagging for readable cost analysis
- The three hourly-billed traps: AI Search tier, ML compute instances, provisioned throughput
Inside this lesson
A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 3 videos. You answer as you go, and the platform checks your work.