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Advanced Excel Data Processing and VBA Automation · LearnSpace
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Advanced Excel Data Processing and VBA Automation

Курс от Coursera
Продвинутый≈ 25 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Unlock the full potential of Excel as a professional-grade financial analysis and automation tool. This advanced course goes far beyond basic spreadsheet operations, teaching you how to transform raw data into reliable, actionable insights using cutting-edge techniques. You'll learn to prepare complex financial datasets using Power Query, create sophisticated PivotTables, and apply advanced Excel functions for trend analysis and forecasting. The course culminates in learning VBA macro development, enabling you to automate repetitive tasks and build robust, error-resistant financial workflows. From zero-based budgeting to scenario modeling, you'll develop the skills to create dynamic financial models that can handle real-world complexity. Whether you're in finance, consulting, or business strategy, this course will dramatically upgrade your analytical toolkit.

Навыки, которые вы освоите

Financial ModelingMicrosoft ExcelFinancial AnalysisGenerative AIPivot Tables And ChartsFinancial ForecastingData CleansingBudgetingExcel FormulasExcel MacrosVariance AnalysisVisual Basic (Programming Language)Data ValidationRevenue ForecastingSpreadsheet SoftwareManagement ReportingData AnalysisForecastingTrend AnalysisFinancial Data

Программа курса

10 модулей · 128 учебных материалов

01Cleanse, Analyze and Validate Financial Data15 материалов
The Hidden Cost of Bad DataDIALOGUEFrom Chaos to Clarity: The Power of an Integrated WorkflowВидеоThe Modern Excel Workflow: Power Query and PivotTablesЧтениеPart 1: Transforming Data with Power QueryВидео

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Преподаватель курса

Advanced Excel Data Processing and VBA Automation
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Обучение на Coursera

≈ 25 ч

10 модулей

Язык: Английский

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

Часть программы вашего университета
Part 2: Analyzing Data with PivotTablesВидео
Hands-On Learning: From Raw Data to Interactive DashboardЗадание
Presenting Your FindingsDIALOGUE
Knowledge Check: Transformation and Analysis FundamentalsЗадание
Building a "Fire Alarm" for Bad DataВидео
A Framework for Data ValidationЧтение
Implementing Validation Rules in ExcelВидео
Hands-On Learning: Detecting and Flagging ErrorsЗадание
Defending Your Data's IntegrityDIALOGUE
Knowledge Check: Data Validation PrinciplesЗадание
Financial Data IntegrityЗадание
02Excel Formulas for Peak Performance16 материалов
The Performance BottleneckDIALOGUEThe Hidden Costs of ComplexityЧтениеSUMPRODUCTВидеоDynamic ArraysЧтениеBuild a Multi-Conditional Summary with SUMPRODUCTВидеоExtract Data Dynamically with the FILTER FunctionЧтениеHands-On Learning: Consolidate a 50,000-Row Sales DatasetЗаданиеEnhancing Sales Analysis EfficiencyЗаданиеThe 5-Second Rule: Why Spreadsheet Speed MattersВидеоThe Volatility Problem: OFFSET, INDIRECT, and TODAYЧтениеLive Refactoring: From Slow Lookups to Dynamic ArraysВидеоThe Refactoring Playbook: High-Performance Alternatives to Legacy FormulasЧтениеHands-On Learning: Refactor a Slow Pricing Model for SpeedЗаданиеDefending Your Optimization DecisionsDIALOGUECommunicating Audit FindingsЗаданиеOptimizing a Financial Model from Audit to ExecutionЗадание
03Automate Excel with Robust VBA Macros13 материалов
From Manual Drudgery to Smart SolutionsDIALOGUEThe Real Cost of a Single ClickВидеоBlueprint for Automation: Deconstructing Your WorkflowЧтениеFrom Recorder to Editor: Guided Macro CreationВидеоHands-On Learning: Automating a Monthly Sales ReportЗаданиеKnowledge Check: VBA FundamentalsЗаданиеAnatomy of a Disaster: The Missing COVID-19 DataВидеоThe Resilient Script: An Introduction to Error HandlingЧтениеBuilding a VBA Error Logger Using the "On Error" Statement and the "Err" ObjectВидеоHands-On Learning: Fortifying a Fragile MacroЗаданиеPlanning for FailureDIALOGUEKnowledge Check: Error Trapping ScenariosЗаданиеBuilding a Bulletproof Automation WorkflowЗадание
04Budgeting and Visualize Financial Variances13 материалов
The Case of the Conflicting ReportsDIALOGUEDecoding Financial Language: Budget, Forecast, and VarianceВидеоThe Power of the Variance Formula: Actual vs. BudgetЧтениеCalculating Variance in a SpreadsheetВидеоHands-On Learning: Calculate Expense VariancesЗаданиеKnowledge Check: Identifying Financial StoriesЗаданиеFrom Numbers to Insights: Why Visuals MatterВидеоAn Introduction to Conditional FormattingЧтениеHow to Apply "Traffic-Light" FormattingВидеоInterpreting the Story Behind the ColorsDIALOGUEHands-On Learning: Create a Traffic-Light Expense ReportЗаданиеKnowledge Check: Visualizing VariancesЗаданиеFinancial Variance Analysis and ReportЗадание
05Project Sales: Excel Forecasting Functions14 материалов
Your Role as a ForecasterDIALOGUEWhy Historical Analysis MattersВидеоThe Analyst's Toolkit: Understanding and Calculating Performance MetricsЧтениеCalculating Historical Trends in ExcelВидеоStep-by-Step Guide: CAGR and Moving Average in ExcelЧтениеHands-On Learning: Analyzing Sales DataЗаданиеKnowledge Check: Historical MetricsЗаданиеWhy One Forecast Is Never Enough: The SaaS Growth StoryВидеоChoosing Your Model: Flat vs. Trend ScenariosЧтениеBuilding Forecasts: The AVERAGE and GROWTH FunctionsВидеоHands-On Learning: Building a Sales Forecast ModelЗаданиеDefending Your ForecastDIALOGUEKnowledge Check: Forecasting FunctionsЗаданиеSales Forecast and RecommendationЗадание
06Zero-Based Budgeting: Allocate Expenses Precisely13 материалов
Why Rethink Your Budget?DIALOGUEThe Problem with "Last Year's Budget + 5%"ВидеоFixed vs. Variable: The DNA of Your ExpensesЧтениеHow to Dissect Your Costs: A Practical WalkthroughВидеоScenario: Classifying Ambiguous ExpensesDIALOGUEHands-On Learning: The Expense Classification ChallengeЗаданиеCheck Your Understanding: Cost TypesЗаданиеThe Power of Justifying Every DollarВидеоAnatomy of a Zero-Based Budget TemplateЧтениеHow to Build Your ZBB: A Step-by-Step GuideВидеоHands-On Learning: Build a Draft BudgetЗаданиеScenario: Defend Your Budget to LeadershipЗаданиеZero-Based Budget and Strategic JustificationЗадание
07Validate and Summarize Data Effectively with Excel13 материалов
The Cost of an "Arithmetic Error"DIALOGUEBeyond the Numbers: Why Trust in Data MattersВидеоThe Analyst's First Checkpoint: Data QualityЧтениеHow-To: Audit Data with COUNTBLANK and Conditional FormattingВидеоHands-On Learning: Data Quality Audit on a Financial DatasetЗаданиеKnowledge Check: Data Integrity PrinciplesЗаданиеFrom 5,000 Lines to a Single StoryВидеоAnatomy of a PivotTableЧтениеStep-by-Step: Building a Financial PivotTableВидеоHands-On Learning: Basic Data Aggregation with a PivotTableЗаданиеChoosing Your Analytical PathDIALOGUEKnowledge Check: Pivot Table ConceptsЗаданиеFinancial Analysis and IntegrityЗадание
08Analyze Financial Sensitivities with Data Tables13 материалов
AI Coach: The Risky ForecastDIALOGUEModel Inputs vs. OutputsВидеоDefining Sensitivity and Scenario AnalysisЧтениеStructuring a Model for Sensitivity TestingВидеоHands-On Learning: Identifying Inputs and OutputsЗаданиеKnowledge Check: Sensitivity vs. ScenarioЗаданиеFinding the Tipping Point in Your BusinessВидеоThe Anatomy of a One-Way Data TableЧтениеBuilding a One-Way Data Table Step-by-StepВидеоHands-On Learning: Find the Breakeven Discount RateЗаданиеExplaining Your Findings to a ManagerDIALOGUEExplaining the Breakeven PointЗаданиеSensitivity Analysis OverviewЗадание
09Model Scenarios: Financial Outcomes12 материалов
The CFO's QuestionDIALOGUEWhy Single-Point Forecasts FailВидеоThe Language of Scenarios: Base, Best, and Worst CaseЧтениеHow to Identify Key Business DriversВидеоHands-On Learning: Isolate Key Business DriversЗаданиеKnowledge CheckЗаданиеUnderstanding the Importance of Analytical Tools in Decision-MakingDIALOGUEAn Introduction to Excel's Scenario ManagerЧтениеHow-To: Building Scenarios and Summary Reports in ExcelВидеоHands-On Learning: Model Your First "What-If" AnalysisЗаданиеDefending Your AssumptionsDIALOGUEScenario Analysis and Summary ReportЗадание
10GenAI: Excel Automation with AI Assistants (Overview and Use Cases)6 материалов
Why Generative AI Matters for Financial ModelingЧтениеExploring AI Assistants for Finance TasksDIALOGUEPrompt‑Engineering for Finance TasksЧтениеEthics Checkpoint – Fabricated DataDIALOGUEBuild a Production‑Ready, AI‑Augmented Financial ModelЗаданиеResponsible AI ReflectionЗадание