Advanced Excel Data Processing and VBA Automation
Keep adding new skills with 10,000+ programs for $239 (usually $399). Save now.
Advanced Excel Data Processing and VBA Automation
This course is part of Excel Financial Modeling Mastery: In-Depth Training Professional Certificate
Included with
Ask Coursera
Recommended experience
Recommended experience
What you'll learn
Prepare and validate complex financial datasets using Power Query and advanced Excel validation techniques.
Create robust VBA macros that automate repetitive financial workflows with professional error-handling approaches.
Apply advanced forecasting techniques to model financial scenarios and project future business performance.
Build comprehensive financial models that integrate multiple statements with dynamic, flexible analytical capabilities.
Skills you'll gain
Tools you'll learn
Details to know
April 2026
See how employees at top companies are mastering in-demand skills
Build your Software Development expertise
- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate from Coursera
There are 10 modules in this course
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.
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.
What's included
5 videos2 readings5 assignments
5 videos•Total 40 minutes
- From Chaos to Clarity: The Power of an Integrated Workflow•8 minutes
- Part 1: Transforming Data with Power Query•8 minutes
- Part 2: Analyzing Data with PivotTables•8 minutes
- Building a "Fire Alarm" for Bad Data•8 minutes
- Implementing Validation Rules in Excel•8 minutes
2 readings•Total 14 minutes
- The Modern Excel Workflow: Power Query and PivotTables•6 minutes
- A Framework for Data Validation•8 minutes
5 assignments•Total 80 minutes
- Financial Data Integrity•30 minutes
- Hands-On Learning: From Raw Data to Interactive Dashboard•20 minutes
- Knowledge Check: Transformation and Analysis Fundamentals•5 minutes
- Hands-On Learning: Detecting and Flagging Errors•20 minutes
- Knowledge Check: Data Validation Principles•5 minutes
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.
What's included
4 videos5 readings5 assignments
4 videos•Total 23 minutes
- SUMPRODUCT•8 minutes
- Build a Multi-Conditional Summary with SUMPRODUCT•5 minutes
- The 5-Second Rule: Why Spreadsheet Speed Matters•6 minutes
- Live Refactoring: From Slow Lookups to Dynamic Arrays•4 minutes
5 readings•Total 38 minutes
- The Hidden Costs of Complexity•8 minutes
- Dynamic Arrays•8 minutes
- Extract Data Dynamically with the FILTER Function•8 minutes
- The Volatility Problem: OFFSET, INDIRECT, and TODAY•6 minutes
- The Refactoring Playbook: High-Performance Alternatives to Legacy Formulas•8 minutes
5 assignments•Total 80 minutes
- Optimizing a Financial Model from Audit to Execution•30 minutes
- Hands-On Learning: Consolidate a 50,000-Row Sales Dataset•15 minutes
- Enhancing Sales Analysis Efficiency•10 minutes
- Hands-On Learning: Refactor a Slow Pricing Model for Speed•15 minutes
- Communicating Audit Findings•10 minutes
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.
What's included
4 videos2 readings5 assignments
4 videos•Total 27 minutes
- The Real Cost of a Single Click•7 minutes
- From Recorder to Editor: Guided Macro Creation•7 minutes
- Anatomy of a Disaster: The Missing COVID-19 Data•7 minutes
- Building a VBA Error Logger Using the "On Error" Statement and the "Err" Object•5 minutes
2 readings•Total 16 minutes
- Blueprint for Automation: Deconstructing Your Workflow•8 minutes
- The Resilient Script: An Introduction to Error Handling•8 minutes
5 assignments•Total 75 minutes
- Building a Bulletproof Automation Workflow•30 minutes
- Hands-On Learning: Automating a Monthly Sales Report•20 minutes
- Knowledge Check: VBA Fundamentals•5 minutes
- Hands-On Learning: Fortifying a Fragile Macro•15 minutes
- Knowledge Check: Error Trapping Scenarios•5 minutes
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.
What's included
4 videos2 readings5 assignments
4 videos•Total 26 minutes
- Decoding Financial Language: Budget, Forecast, and Variance•6 minutes
- Calculating Variance in a Spreadsheet•6 minutes
- From Numbers to Insights: Why Visuals Matter•6 minutes
- How to Apply "Traffic-Light" Formatting•8 minutes
2 readings•Total 15 minutes
- The Power of the Variance Formula: Actual vs. Budget•7 minutes
- An Introduction to Conditional Formatting•8 minutes
5 assignments•Total 80 minutes
- Financial Variance Analysis and Report•30 minutes
- Hands-On Learning: Calculate Expense Variances•20 minutes
- Knowledge Check: Identifying Financial Stories•5 minutes
- Hands-On Learning: Create a Traffic-Light Expense Report•20 minutes
- Knowledge Check: Visualizing Variances•5 minutes
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.
What's included
4 videos3 readings5 assignments
4 videos•Total 24 minutes
- Why Historical Analysis Matters•7 minutes
- Calculating Historical Trends in Excel•7 minutes
- Why One Forecast Is Never Enough: The SaaS Growth Story•5 minutes
- Building Forecasts: The AVERAGE and GROWTH Functions•5 minutes
3 readings•Total 21 minutes
- The Analyst's Toolkit: Understanding and Calculating Performance Metrics•8 minutes
- Step-by-Step Guide: CAGR and Moving Average in Excel•6 minutes
- Choosing Your Model: Flat vs. Trend Scenarios•7 minutes
5 assignments•Total 70 minutes
- Sales Forecast and Recommendation•30 minutes
- Hands-On Learning: Analyzing Sales Data•15 minutes
- Knowledge Check: Historical Metrics•5 minutes
- Hands-On Learning: Building a Sales Forecast Model•15 minutes
- Knowledge Check: Forecasting Functions•5 minutes
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.
What's included
4 videos2 readings5 assignments
4 videos•Total 28 minutes
- The Problem with "Last Year's Budget + 5%"•6 minutes
- How to Dissect Your Costs: A Practical Walkthrough•8 minutes
- The Power of Justifying Every Dollar•7 minutes
- How to Build Your ZBB: A Step-by-Step Guide•8 minutes
2 readings•Total 16 minutes
- Fixed vs. Variable: The DNA of Your Expenses•7 minutes
- Anatomy of a Zero-Based Budget Template•9 minutes
5 assignments•Total 80 minutes
- Zero-Based Budget and Strategic Justification•30 minutes
- Hands-On Learning: The Expense Classification Challenge•15 minutes
- Check Your Understanding: Cost Types•5 minutes
- Hands-On Learning: Build a Draft Budget•15 minutes
- Scenario: Defend Your Budget to Leadership•15 minutes
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.
What's included
4 videos2 readings5 assignments
4 videos•Total 20 minutes
- Beyond the Numbers: Why Trust in Data Matters•5 minutes
- How-To: Audit Data with COUNTBLANK and Conditional Formatting•5 minutes
- From 5,000 Lines to a Single Story•5 minutes
- Step-by-Step: Building a Financial PivotTable•5 minutes
2 readings•Total 13 minutes
- The Analyst's First Checkpoint: Data Quality•7 minutes
- Anatomy of a PivotTable•6 minutes
5 assignments•Total 75 minutes
- Financial Analysis and Integrity•30 minutes
- Hands-On Learning: Data Quality Audit on a Financial Dataset•20 minutes
- Knowledge Check: Data Integrity Principles•5 minutes
- Hands-On Learning: Basic Data Aggregation with a PivotTable•15 minutes
- Knowledge Check: Pivot Table Concepts•5 minutes
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.
What's included
4 videos2 readings5 assignments
4 videos•Total 26 minutes
- Model Inputs vs. Outputs•8 minutes
- Structuring a Model for Sensitivity Testing•6 minutes
- Finding the Tipping Point in Your Business•7 minutes
- Building a One-Way Data Table Step-by-Step•6 minutes
2 readings•Total 15 minutes
- Defining Sensitivity and Scenario Analysis•7 minutes
- The Anatomy of a One-Way Data Table•8 minutes
5 assignments•Total 90 minutes
- Sensitivity Analysis Overview•30 minutes
- Hands-On Learning: Identifying Inputs and Outputs•15 minutes
- Knowledge Check: Sensitivity vs. Scenario•10 minutes
- Hands-On Learning: Find the Breakeven Discount Rate•25 minutes
- Explaining the Breakeven Point•10 minutes
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.
What's included
3 videos2 readings4 assignments
3 videos•Total 21 minutes
- Why Single-Point Forecasts Fail•6 minutes
- How to Identify Key Business Drivers•6 minutes
- How-To: Building Scenarios and Summary Reports in Excel•8 minutes
2 readings•Total 20 minutes
- The Language of Scenarios: Base, Best, and Worst Case•10 minutes
- An Introduction to Excel's Scenario Manager•10 minutes
4 assignments•Total 85 minutes
- Scenario Analysis and Summary Report•30 minutes
- Hands-On Learning: Isolate Key Business Drivers•30 minutes
- Knowledge Check•5 minutes
- Hands-On Learning: Model Your First "What-If" Analysis•20 minutes
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.
What's included
2 readings2 assignments
2 readings•Total 12 minutes
- Why Generative AI Matters for Financial Modeling•7 minutes
- Prompt‑Engineering for Finance Tasks•5 minutes
2 assignments•Total 50 minutes
- Build a Production‑Ready, AI‑Augmented Financial Model•30 minutes
- Responsible AI Reflection•20 minutes
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.
Instructor
Explore more from Software Development
Course
Why people choose Coursera for their career
Frequently asked questions
No prior programming experience is required. The course teaches VBA from the ground up, focusing on practical financial applications.
You will gain expertise in Excel, Power Query, PivotTables, VBA, and advanced financial modeling techniques.
This course prepares you for roles in financial analysis, business intelligence, corporate finance, and data-driven strategic planning.
More questions
Financial aid available,
¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.
