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In this program

Modeling languages: CVX, CVXPY, or similar
Scaling to large datasets with stochastic
Distributed methods
Robust optimization and uncertainty sets
Structure exploitation
Graph patterns
Debugging infeasibility
Unboundedness in conic solvers

Implementation and case studies

Modeling languages: CVX, CVXPY, or similar

Convex optimization · STEM / applied

Topic

Modeling languages: CVX, CVXPY, or similar

Practice by unit: Implementation and case studies

Graduate Convex Optimization — scope drawn from Boyd & Vandenberghe Convex Optimization (free PDF) and typical US graduate convex optimization syllabi.

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