A cloud data project needs a storage plan, compute requirements, access controls and cost boundaries. Choose services for the task rather than collecting products.
Before you begin
Understand a basic web application's components. Use diagrams or an authorized sandbox with a defined resource and cost boundary.
Work through the idea
Separate assumptions from service guarantees and check the documentation for the actual service selected. Identify ownership of access, data and operations. Plan what happens when a dependency fails or an expected resource is absent. Use non-sensitive sample configuration rather than real credentials in the exercise.
- Separate storage and compute
- Define least-privilege access
- Set a usage-monitoring plan
Practice task
Sketch a fictional batch training workflow using non-sensitive sample data.
Check your result
Explain data movement, temporary resources and how an accidental long-running job is detected.
A mistake to avoid
Do not assume that managed services eliminate security or cost responsibilities.
Keep a review note
Save the inputs or scenario, your reasoning and the result you checked. Explain one assumption and one case that needs more work. Revise the exercise after feedback and distinguish what you demonstrated from what remains untested.
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