Capacity Planning, Forecasting & Infrastructure Optimization
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Job-Ready Certification CDI07
0-10 year demand/capacity planning, constraints, allocation, scenario modeling, investment tradeoffs, Plan of Record, dashboards and executive decision support.
Benchmark: Target roles: Capacity Planning Manager | Infrastructure Planner | Infrastructure Data Scientist -- Current market bar: 0-10 year demand/capacity planning, constraints, allocation, scenario modeling, investment tradeoffs, Plan of Record, dashboards and executive decision support. -- Credential note: this is a Zuyini job-readiness certificate built from the cited public courses. It is not issued, sponsored or endorsed by the source institutions, providers or companies.
Core Course Stack
1. Forecasting: Principles & Practice
2. Sales & Operational Planning
3. Introduction to Linear Programming
4. Monte Carlo Simulation
5. Managing EC2 Capacity & Availability
6. Advanced Supply Chain Systems Planning
7. Unit Economics: Cloud Cost Metrics that Matter
8. Decision Workflows & Scenario Testing with OR-Tools
Role-Readiness Capstone
Build a 0-10 year capacity Plan of Record for a simulated AI service across compute, network, storage and power with base/up/down scenarios.
Proof Rubric
- forecast
- confidence bands
- constraint model
- allocation logic
- scenario set
- utilization/cost model
- risk register
- executive investment memo