Module 1: Introduction to Linear Programming -Course Introduction
"Analytics for Decision Making" Specialization Overview
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"Optimization for Decision Making" Course Overview
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Meet Your Instructor: Soumya Sen
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Module 1: Introduction to Linear Programming -Module 1 Lesson 1: Optimization in Decision-Making Contexts
Module 1 Overview: An Introduction to Linear Programming
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Modeling Approaches to Decision Making
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Applications of Optimization – Part 1
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Applications of Optimization – Part 2
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Read this article on Optimization in Prescriptive Analytics
Module 1: Introduction to Linear Programming -Module 1 Lesson 2: Optimization Formulation
How to Setup a Linear Optimization Problem
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Oak Barrel Brewery: An Example Linear Program Problem
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Module 1: Introduction to Linear Programming -Module 1 Lesson 3: A Linear Programming Exercise
Luxury Sofas Problem: A Practice Exercise
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Solution to the Luxury Sofas Practice Problem
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Module 2: Solving Linear Programs-Module 2 Lesson 1: Graphical Methods for Optimization Solution
Module 2 Overview
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Solving Linear Optimization Problems - Part 1a
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Solving Linear Optimization Problems - Part 1b
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Solving Linear Optimization Problems - Part 2
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Solving Linear Optimization Problems - Part 3
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Module 2: Solving Linear Programs-Module 2 Lesson 2: Sample Problem - Solving a Production Optimization Problem
Example Problem: How Many Items of Two Products Should a Manufacturer Produce? (Part 1)
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Example Problem: How to Plot the Feasible Region of the Problem (Part 2)
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Example Problem: Finding the Optimal Solution for the Problem (Part 3)
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Module 3: Alternative Specifications & Special Cases in Linear Optimization-Lesson 1: Alternative Specifications and Shadow Prices
Module 3 Overview: Alternative Specifications and Shadow Prices
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Impact of Changes to Model Parameters - Part 1
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Impact of Changes to Model Parameters - Part 2
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What to Do When There are Multiple Optimal Solutions
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Module 3: Alternative Specifications & Special Cases in Linear Optimization-Lesson 2: Special Conditions in LP Models
Redundant Constraints
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Unbounded Solutions
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Infeasible Solution
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Module 4: Modeling & Solving Linear Problems in Excel-Lesson 1: Solving Optimization in Excel
Module 4 Overview: Modeling & Solving Linear Problems in Excel
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Introduction to Spreadsheet Solvers
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Steps in Implementing an LP Model in Excel
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Organizing LP model data in Excel
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Module 4: Modeling & Solving Linear Problems in Excel-Lesson 2: Example Solutions with Excel Solver
Optimal Solution with Excel Solver - Example 1
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Optimal Solution with Excel Solver - Example 2
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Optimal Solution with Excel Solver - Example 2 Solution
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Module 4: Modeling & Solving Linear Problems in Excel-Lesson 3: A Computer Gaming Company's "Make Versus Buy" Decision Problem Case Example
Case Exercise: "Make vs. Buy" Decision (A Computer Gaming Company)
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Make vs. Buy Decision: LP Formulation
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Make vs. Buy Decision: Excel Solution Part 1 (Set Up the Problem)
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Make vs. Buy Decision: Excel Solution Part 2 (Using Excel Solver)
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Module 4: Modeling & Solving Linear Problems in Excel-Module 4 Wrap Up
Congratulations on Finishing the "Optimization for Decision Making" Course
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Module 4: Modeling & Solving Linear Problems in Excel-OPTIONAL Lesson: Master of Science in Business Analytics (MSBA) Program
Carlson School of Management: Master of Science Program in Business Analytics (MSBA)
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Carlson School of Management: MSBA Program Website
Management Information Systems (MIS) Research Center