Overview
What this challenge is about.
Formulate an integer programming model to minimize cloud costs and run a break-even analysis. Earn a verifiable certificate.
The scenario
CloudNest is growing rapidly, with monthly compute demand ranging from 100 to 300 instances. They want to reduce cloud costs by 20%.
The Brief
What you'll do, and what you'll demonstrate.
Minimize total annual cloud cost by choosing the number of reserved instances and monthly on-demand allocations.
Earning criteria — what you'll demonstrate
- Formulate a multi-period integer program with fixed-charge costs
- Solve using branch-and-bound (via solver) and interpret results
- Analyze trade-offs between commitment and flexibility
- Communicate optimization results to non-technical stakeholders
Program Fit
Where this fits in your program.
Sharpens the same skills your degree expects you to demonstrate.
Operations Research and Optimization
Bachelor · Methods
Strong alignment
This challenge maps to Operations Research and Optimization at the Bachelor level. It sharpens the same practical skills your coursework expects — but in a real industry context with actual constraints and deliverables.
Skills
Skills you'll demonstrate.
Each one shows up on your verified credential.
- Integer Programming
Apply integer programming to solve real industry problems and demonstrate production-level capability.
- Python
Write clean, efficient Python for data processing, automation, and backend services.
- Pulp
Apply pulp to solve real industry problems and demonstrate production-level capability.
- Optimization
Apply optimization to solve real industry problems and demonstrate production-level capability.
- Cost Analysis
Apply cost analysis to solve real industry problems and demonstrate production-level capability.
Careers
Career paths this challenge builds toward
Completing this challenge demonstrates skills that transfer directly to these roles: