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FP&A Modeling: Variance Analysis & Forecasting · LearnSpace
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FP&A Modeling: Variance Analysis & Forecasting

Курс от IBM
Начальный≈ 3.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

By the end of this course, you will structure financial models in Excel with clean, auditable architecture, calculate and decompose budget-to-actual variances into price, volume, and mix, build variance bridges that turn numbers into a performance story, and produce rolling forecasts you can validate with error metrics like MAE and MAPE. These are the operational skills that anchor an FP&A analyst's credibility — the work that shows up in every monthly and quarterly review. You will move from a raw budget gap no one can explain to a driver-level narrative leadership can act on, and from guesswork to a forecast you can defend. What makes this course distinctive is its build-it-by-hand approach: you learn the modeling and analysis manually first, so when AI automates this work in later courses, you can tell when its output is wrong. Every skill is taught concept-first, then demonstrated on a realistic enterprise insurer in Excel or IBM Planning Analytics — the same case company you carry through the program.

Навыки, которые вы освоите

Variance AnalysisFinancial ModelingForecastingTime Series Analysis and ForecastingFinancial AnalysisBudgetingFinancial ForecastingAnalysisFinancial DataManagement ReportingFinancial PlanningPerformance ReportingStatistical AnalysisRevenue ForecastingFinancial ControlsPerformance AnalysisMicrosoft ExcelStatistical MethodsOperating BudgetPerformance Measurement

Программа курса

4 модулей · 38 учебных материалов

01Excel/Planning Analytics Workflows8 материалов
Structure a Financial Model You Can Trust and Hand OffВидеоA Model No One Can Fully Trust ВидеоBlack Boxes, Tie-Outs, and Lineage ВидеоTerms You Should Know: Business AlignmentЧтение

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Преподаватель курса

FP&A Modeling: Variance Analysis & Forecasting
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 3.4 ч

4 модулей

Язык: Английский

Часть программы вашего университета
What Makes a Financial Model Reliable Видео
Separate, Document, Check — A Skill That Travels Видео
From Spaghetti Formulas to a Structured ModelDIALOGUE
Excel/Planning Analytics WorkflowsЗадание
02Variance Analysis Fundamentals11 материалов
Turn a Budget Gap into a Driver-Level Answer ВидеоThe Gap You Can't ExplainВидеоDecomposition, Reconciliation, Drivers, Detection ВидеоTerms You Should Know: Variance Analysis FundamentalsЧтениеThe Anatomy of a VarianceВидеоTutorial: Variance AnalysisВидеоYour Turn: Create an Actual vs Budget Variance Analysis with AIЧтениеExpert Demo: Actual vs Budget Variance AnalysisВидеоCompute, Prioritize, Decompose, Classify — A Skill That TravelsВидеоFrom Gap to Driver DIALOGUEVariance Analysis FundamentalsЗадание
03Advanced Variance Techniques10 материалов
Turn Variances into a Story Leaders Can Act OnВидеоWhen Variance Tables Stall the RoomВидеоWalkdown, Tie-Out, Defense, Drill-DownВидеоTerms You Should Know: Business AlignmentЧтениеBridges, Materiality, and the Path to ActionВидеоYour Turn: Create a Performance Summary with AIЧтениеExpert Demo: Create a Performance Summary with AIВидеоFilter, Classify, Bridge, and ActВидеоFrom Table to Action: Build a Variance BridgeDIALOGUEAdvanced Variance TechniquesЗадание
04Forecasting Models9 материалов
Build Forecasts You Can Trust ВидеоTerms You Should Know: Business AlignmentЧтениеWhen the Forecast Keeps Missing ВидеоBenchmark, Close, Seasonality, and Trajectory ВидеоMethods, Benchmarks, and the Rolling ForecastВидеоExpert Tutorial: Rolling Forecasting ApproachВидеоBenchmark, Roll, and Validate ВидеоFrom Best Guess to Rolling Forecast DIALOGUEForecasting ModelsЗадание