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Coursera

Advanced Excel Data Processing and VBA Automation

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Overview

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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.

Syllabus

  • Cleanse, Analyze and Validate Financial Data
    • This module empowers you to master the full financial data lifecycle. You will learn to use Power Query to automatically cleanse and structure raw data, then build advanced PivotTable dashboards to uncover key business insights. To ensure accuracy, you will also design and implement a proactive data validation framework, catching errors before they impact your analysis. The course culminates in a final project where you will apply this modern workflow to a new dataset, proving your ability to manage financial data from cleansing to validation.
  • Excel Formulas for Peak Performance
    • This module equips learners with expert‑level Excel skills to accelerate data workflows and boost spreadsheet performance. Participants will master advanced functions—including array formulas, dynamic ranges, and lookup techniques—to automate and streamline data processing tasks. Through hands‑on labs, they will assess and compare the computational efficiency of various formula constructions, learning how to benchmark and refactor formulas for optimal calculation speed. By the end of the course, students will be able to design clean, high‑performance workbooks that handle large datasets swiftly and reliably, directly enhancing productivity in finance, analytics, and business intelligence environments.
  • Automate Excel with Robust VBA Macros
    • This module teaches you to master professional Excel automation. You will start by analyzing a repetitive, manual process and translating it into your first functional macro, inspired by a company that saved thousands of hours. Then, confronting the reality of automation failure, you will elevate that script into a resilient, professional tool. You will learn to implement structured error handling, ensuring your automations are bulletproof and reliable. The course culminates in a final project where you will build a robust macro suitable for any business environment.
  • Budgeting and Visualize Financial Variances
    • This module teaches you to master financial variance analysis. You will start by learning the foundational definitions of budget, forecast, and variance, moving from a problem of conflicting reports to a clear solution. You will not only calculate variance but also learn to communicate its business meaning. Then, you will transform raw data into a dynamic visual report using conditional formatting, enabling quick, data-driven decisions. The course culminates in you creating and analyzing a complete financial variance report, turning data into actionable insights for any business.
  • Project Sales: Excel Forecasting Functions
    • This module teaches you to build credible financial forecasts. You will begin by analyzing historical data, calculating key metrics like Compound Annual Growth Rate (CAGR) and moving averages to identify stable, underlying trends. Then, you will translate these insights into actionable, scenario-based forecasts, using Excel's functions to model different growth scenarios. The course culminates in a final project where you will build a complete forecast from scratch and justify your modeling choices, proving your ability to turn historical analysis into a strategic plan for stakeholders.
  • Zero-Based Budgeting: Allocate Expenses Precisely
    • This module teaches you to master Zero-Based Budgeting (ZBB) by taking you from foundational principles to practical application. You will begin with its most critical component: classifying costs into fixed, variable, and semi-variable, and understanding how this impacts financial control. You will then apply this knowledge to build a complete budget from scratch, learning not just how to allocate funds, but how to justify every decision by linking it directly to business objectives. This ensures you can create a precise, strategically-aligned financial plan.
  • Validate and Summarize Data Effectively with Excel
    • This module teaches you to turn raw data into powerful business insights. You will start with the most critical step: ensuring data integrity. Through real-world case studies and hands-on exercises, you will learn to audit datasets for completeness and trustworthiness. Once your data is validated, you will use PivotTables to build dynamic, interactive reports, transforming endless rows of data into a compelling story. By the end, you will be able to analyze trends, compare variables, and drive business decisions with confident, data-backed analysis.
  • Analyze Financial Sensitivities with Data Tables
    • This module teaches you to master financial modeling under uncertainty, taking you from theory to application. You will begin by exploring the critical differences between sensitivity analysis and scenario analysis, learning to select the right tool for any analytical question. Then, you will get hands-on, building a data table to conduct a full sensitivity analysis. The course focuses on interpreting the output to identify breakeven points and communicating actionable insights, empowering you to make data-driven decisions for stakeholders.
  • Model Scenarios: Financial Outcomes
    • This module teaches you to master "what-if" scenario analysis, moving from strategic theory to hands-on application. You will begin by learning to define base, best-case, and worst-case scenarios and identify the key business drivers behind them. Then, you will dive into a step-by-step workshop using Excel's Scenario Manager to build, compare, and summarize these outcomes. By the end, you will be able to generate professional reports that evaluate the financial impact of your assumptions, providing clear, actionable intelligence for strategic decision-making.
  • GenAI: Excel Automation with AI Assistants (Overview and Use Cases)
    • This module teaches you to leverage Generative AI to revolutionize financial modeling, transforming you from a data processor into a strategic analyst. You will learn to automate tedious data preparation and formula generation, freeing up time for high-value insights. Critically, you will master prompt engineering for precision and learn to rigorously verify all AI outputs, addressing ethical risks like data fabrication. The module culminates in a hands-on project where you build, test, and document an AI-augmented model, proving you can harness AI's speed while ensuring the absolute reliability and integrity required in a professional finance environment.

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