Business Analytics

Business Analytics

  • Applied Regression Analysis
  • Time Series Analysis
  • Introduction to Optimization
    • Introduction to Optimization
    • Linear Programming
    • Problem Formulation
    • Mixed-Integer Programming
    • Nonlinear Programming
    • Monty Hall Problem
    • Secretary Problem
  • Introduction to Machine Learning
Business Analytics
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  • Introduction to Optimization
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Introduction to OptimizationΒΆ

  • Introduction to Optimization
  • Linear Programming
  • Problem Formulation
    • Algebraic Model
    • Graphical solution
    • Sensitivity Analysis
    • SAS proc optmodel
  • Mixed-Integer Programming
    • Branch and Bound Algorithm
    • Modeling with Binary Variables
  • Nonlinear Programming
    • Gradient Decent Algorithm
    • Genetic Algorithms
    • Summary
  • Monty Hall Problem
  • Secretary Problem
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