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Business Analytics with Excel: Intermediate to Advanced · LearnSpace
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Business Analytics with Excel: Intermediate to Advanced

Курс от Johns Hopkins University
Средний≈ 12.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This Business Analytics course in Excel is the second of a three part series, with the intended audience business professionals, MBA students, advanced undergraduates, and analysts who already understand basic analytics and want to upskill with techniques used in operations, finance, logistics, and strategy.. Upon completing this course, learners will be able to build and solve advanced optimization models in Excel, including linear, integer, network, and nonlinear programs; apply matrix functions to scale and streamline analysis; and use VBA macros to implement multi-goal programming and explore trade-offs through Pareto-efficient solutions. This intermediate-to-advanced course is a continuation of Business Analytics: Elementary to Advanced and is designed for learners who want to move from using Excel for analysis to using it for sophisticated decision-making. Rather than treating Excel as a passive calculation tool, the course shows how it can function as a powerful optimization and modeling environment for real business problems. Learners will benefit by gaining practical, immediately applicable skills that allow them to model constraints, manage competing objectives, and justify decisions quantitatively. What makes this course unique is its hands-on, problem-driven approach and its emphasis on automation and multi-objective thinking. By combining Solver, matrix methods, and macros, learners not only solve harder problems faster, but they also gain a flexible toolkit that is engaging, creative, and directly transferable to real-world decision environments. This course will prepare you for the third course of the Business Analytics Specialization, Simulation and Optimization.

Навыки, которые вы освоите

Microsoft ExcelBusiness AnalyticsDecision MakingNetwork ModelExcel FormulasModel OptimizationOperations ResearchBusiness ModelingPortfolio ManagementStrategic Decision-MakingExcel MacrosTransportation, Supply Chain, and LogisticsFinancial ModelingTransportation Operations

Программа курса

6 модулей · 58 учебных материалов

01Linear Programming13 материалов

Review of Linear Programming in Excel

Optimization and Modeling BasicsЧтениеWhat is Linear Programming?ЧтениеLinear Programming in ExcelЧтение

Product Mix Models

Product Mix ExampleЧтение

Учитесь у экспертов

Joseph W. Cutrone, PhD

Associate Teaching Professor and Director of Online Programs

Business Analytics with Excel: Intermediate to Advanced
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Обучение на Coursera

≈ 12.3 ч

6 модулей

Язык: Английский

Субтитры: Дари, Пушту

Часть программы вашего университета
Production Mix Algebraic and Graphing ModelВидео
Production Mix - Excel ModelВидео
Product Mix - Oil ProcessingЗадание

Aggregate Planning Models

Aggregate Planning ExampleЧтениеAggregate Planning ExampleВидеоAggregate Planning at Sailco CorporationЗадание

Investment Planning Models

Investment Planning ExampleЧтениеInvestment Planning ExampleВидеоExtended Investment PlanningЗадание
02Network Models16 материалов

Transportation Models

Networks and Transportation ProblemsЧтениеTransportation Problem ExampleЧтениеTransportation Problem ExampleВидеоExtended Transportation ProblemЗадание

Transshipment Problems

Transshipment ExampleЧтениеTransshipment ExampleВидеоTransshipment at Nash AutoЗадание

Assignment Problems

Assignment Problem BasicsЧтениеNew Hire AssignmentsВидеоAssignment Example: Bus Route ProblemЧтениеAssignment Example: Bus Route ProblemВидеоAmbulance AssignmentЗадание

Shortest-Route Problems

Review: Shortest-Route ProblemЧтениеMLB Umpire AssignmentВидеоAdvanced Shortest-Route ExampleЧтениеShortest Path Network FlowВидео
03Integer Programming11 материалов

Integer Programming

Integer Programming and SolverЧтениеBasic Integer Programming ExampleЧтениеPrincess BridesВидеоInvestment Selection with Integer ProgrammingЧтениеInvestment SelectionВидеоProduction Planning with IPЗадание

Linking Variables

Fixed Costs ExampleЧтениеExample: Fixed Costs with Linking VariablesВидеоExample: Minimum Production with Linking VariablesЧтениеMinimum Production with Linking VariablesВидеоFixed Costs at Giant Motor CompanyЗадание
04Nonlinear Programming I9 материалов

Pricing Models

Nonlinear ProgrammingЧтениеPricing Model ExampleЧтениеExample: Nonlinear Pricing ModelВидеоOff-Peak and On-Peaking Pricing ExampleЧтениеExample: Off-Peak and On-Peaking PricingВидеоPricing at Camden YardsЗадание

Production Planning

Example: Nonlinear Production Planning ЧтениеMotorcross SnowmobilesВидеоOil ExtractionЗадание
05Non-Linear Programming II7 материалов

Portfolio Optimization

Asset Allocation Models in ExcelЧтениеPortfolio Selection ExampleЧтениеPortfolio Selection ModelВидеоPortfolio OptimizationЗадание

Multi-Goal Programming

Pareto Optimality and Trade Off AnalysisЧтениеTrade Off Curve ExampleЧтениеTrade Off Curve ExampleВидео
06Final Assessment2 материалов
Final AssessmentЗаданиеNext StepsЧтение