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Forecast Financials with Monte Carlo Mastery · LearnSpace
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Forecast Financials with Monte Carlo Mastery

Курс от Coursera
Продвинутый≈ 2.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Are you ready to elevate your financial forecasting from single-point estimates to a powerful, probabilistic view of the future? This advanced course is designed for financial analysts who want to master Monte Carlo simulation to quantify risk and make more robust, data-driven decisions. You will learn to move beyond basic forecasting by first analyzing historical data to create a range of plausible, scenario-based projections. Through a series of expert-led videos and hands-on exercises, you will learn how to identify the key, uncertain variables in your financial models—like costs and market demand—and define appropriate probability distributions for them. The core of the course is a step-by-step guide to executing a Monte Carlo simulation in Excel, allowing you to generate a full probability distribution of potential financial outcomes, such as EBITDA. You will not only run the simulation but also learn to interpret the resulting probability curve to answer the ultimate business question: "What is the likelihood we will hit our target?" Please note: This course assumes prior completion of training in building and auditing financial models, or equivalent experience in constructing integrated 3-statement models in Excel.

Навыки, которые вы освоите

Probability DistributionRisk AnalysisRisk ManagementFinancial ModelingFinancial ForecastingData AnalysisTrend AnalysisRisk ModelingCash Flow ForecastingFinancial DataTime Series Analysis and ForecastingFinancial AnalysisSimulation and Simulation SoftwareForecastingMicrosoft Excel

Программа курса

1 модулей · 9 учебных материалов

01From Single-Point Forecasts to Probabilistic Mastery9 материалов
Why a Single Number is Never EnoughDIALOGUEBeyond the Average: The Need for Probabilistic ForecastingВидеоFrom History to Hypothesis: Creating Scenario-Based ProjectionsЧтениеDefining Uncertainty: Key Drivers and Probability DistributionsВидео

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Преподаватель курса

Forecast Financials with Monte Carlo Mastery
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Обучение на Coursera

≈ 2.8 ч

1 модулей

Язык: Английский

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

Часть программы вашего университета
Choosing the Right Distribution: A Practical Guide (Normal, Triangular, etc.)Чтение
How It's Done: A Walkthrough of a Monte Carlo SimulationВидео
Hands-On Learning: Setting Up the Simulation InputsЗадание
Hands-On Learning: Interpreting the Curve: Making Decisions with Simulation ResultsЗадание
Analyzing a Probabilistic ForecastЗадание