Advanced Certificate in Optimization Analysis for Marketing
-- ViewingNowThe Advanced Certificate in Optimization Analysis for Marketing is a comprehensive course designed to equip learners with essential skills in data-driven marketing. This certification focuses on teaching advanced techniques in optimization analysis, enabling learners to make informed, data-backed decisions that drive marketing success.
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โข Advanced Linear Programming: formulation, simplex method, duality, sensitivity analysis
โข Integer Programming: mixed integer programming, branch and bound, cutting plane method
โข Nonlinear Optimization: unconstrained optimization, constrained optimization, gradient-based methods
โข Convex Optimization: convex functions, convex sets, optimization algorithms
โข Stochastic Programming: two-stage programming, chance-constrained programming, robust optimization
โข Large-Scale Optimization: decomposition methods, parallel computing, interior point methods
โข Network Optimization: transportation problem, assignment problem, shortest path problem
โข Optimization Software: Excel Solver, GAMS, AMPL, CPLEX, MATLAB optimization toolbox
โข Optimization Applications in Marketing: pricing optimization, advertising optimization, customer segmentation, product assortment optimization
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