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Simulate with Monte Carlo

Курс от Coursera
Средний≈ 3.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Ready to turn uncertainty into opportunity? This Short Course was created to help data analysts master Monte Carlo simulation techniques to quantify risk and forecast outcomes under uncertainty. By completing this course, you'll transform complex probabilistic scenarios into actionable insights. You'll build robust simulation models, conduct sensitivity analysis, and create probability distributions that inform critical business decisions with confidence. By the end of this course, you will be able to: Build Monte Carlo simulation models for project ROI analysis Evaluate sensitivity through tornado chart analysis Construct currency-exchange exposure simulations Determine optimal iteration counts for model convergence This course is unique because it combines theoretical foundations with hands-on Python implementation, providing both Excel-based and programmatic approaches to Monte Carlo modeling. To be successful in this project, you should have a background in basic statistics and Python programming.

Навыки, которые вы освоите

Simulation and Simulation SoftwareFinancial ForecastingMicrosoft ExcelAnalysisProbability DistributionReturn On InvestmentRisk AnalysisData AnalysisFinancial ModelingRisk ManagementBusiness ModelingSimulationsRisk ModelingData-Driven Decision-Making

Программа курса

4 модулей · 24 учебных материалов

01Module 1: Simulation Models - Foundation6 материалов
Why Simulation Models Transform Business Decision-MakingDIALOGUEFoundations of Monte Carlo SimulationЧтениеBuilding Your First Monte Carlo Model: Core MechanicsВидеоPodcast: From Theory to Practice: Simulation Success StoriesЧтение

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Professionals in the Industry

Преподаватель курса

Simulate with Monte Carlo
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 3.2 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский

Часть программы вашего университета
Design Your First ROI Simulation FrameworkЗадание
Simulation Foundations Knowledge CheckЗадание
02Module 2: Monte Carlo Simulation - Core Application7 материалов
The Power of 10,000 ScenariosВидеоExcel Monte Carlo Implementation EssentialsВидеоPodcast: Excel Simulation Mastery: From Setup to InsightsЧтениеPython Implementation for Advanced SimulationЧтениеComplete ROI Simulation ImplementationЛабораторнаяInterpreting Simulation Results for Business StrategyDIALOGUEMonte Carlo Implementation Mastery CheckЗадание
03Module 3: Risk Analysis & Convergence - Integration6 материалов
Why Sensitivity Analysis Drives Strategic DecisionsDIALOGUETornado Charts and Sensitivity Analysis FundamentalsВидеоPodcast: Mastering Convergence Analysis for Reliable SimulationsЧтениеAdvanced Risk Modeling with Currency Exchange ApplicationsЧтениеComplete Sensitivity and Convergence AnalysisЗаданиеRisk Analysis and Convergence Mastery CheckЗадание
04Module 4: Practical Applications - Assessment5 материалов
From Simulation to Strategic SuccessВидеоIntegration Framework for Monte Carlo ExcellenceВидеоPodcast: Real-World Monte Carlo Success Stories and LessonsЧтениеComprehensive Monte Carlo Project IntegrationЗаданиеMonte Carlo Simulation Mastery - Course AssessmentЗадание