Financial Data Analysis with Excel

Coursera via Coursera Specialization

Go to class Write review

Details

Go to class

Provider

Coursera Specialization
Pricing

Paid Course
Languages

English
Certificate

Certificate Available
Effort

4 weeks, 10 hours a week
Sessions

Self-Paced
Level

Intermediate

Found in

Overview

Google, IBM & Meta Certificates – 40% Off

One Coursera Plus subscription covers most Professional Certificates on Coursera.

Unlock All Certificates

This comprehensive program equips finance professionals with advanced Excel techniques for financial analysis, modeling, and reporting. Through 12 hands-on courses, you'll master financial statement analysis, automated modeling, forecasting, budgeting, and dynamic dashboard creation. Real-world case studies and practical projects ensure immediate application of skills in professional settings.

Syllabus

Course 1: Financial Statements: Analyze and Apply Key Ratios
Course 2: Automate and Verify Financial Statements
Course 3: Cleanse, Analyze and Validate Financial Data
Course 4: Budgeting & Visualize Financial Variances
Course 5: Project Sales: Excel Forecasting Functions
Course 6: Zero-Based Budgeting: Allocate Expenses Precisely
Course 7: Validate and Summarize Data Effectively with Excel
Course 8: Analyze Budgets and Capital Structures Confidently
Course 9: Audit & Evaluate Excel Models
Course 10: Financial Forecasts: Learn from Errors
Course 11: Dynamic Dashboards: Report and Visualize Data
Course 12: Visualize & Evaluate Financial Performance Reports

Courses

0 reviews

View details

Transform your approach to financial data with Cleanse, Analyze and Validate Financial Data, an intermediate course designed for finance professionals, analysts, and anyone looking to turn messy, unreliable data into a source of truth. In today's data-driven world, critical business decisions hinge on the quality of your financial reports, yet errors are common and costly. This course provides a powerful, practical workflow to ensure your data is accurate, consistent, and ready for analysis. You will move beyond basic spreadsheets and master advanced Excel tools, focusing on Power Query to automate the entire data cleansing and transformation process. Learn to effortlessly import, reshape, and unify data from multiple sources, eliminating the manual, error-prone tasks that consume valuable time. You'll then dive into advanced PivotTable techniques, building dynamic, interactive dashboards with custom calculations to uncover deep insights. Finally, you'll learn to design and implement a robust data validation framework that proactively identifies and corrects anomalies, thereby safeguarding the integrity of your work. Through real-world case studies, hands-on labs, and a capstone project, you'll build the skills and confidence to deliver financial analysis that stakeholders can trust.
0 reviews

View details

Financial Statements: Analyze and Apply Key Ratios is an intermediate course designed for professionals seeking to build foundational skills in financial analysis. This course will empower you to decode the financial health of a business by interpreting its three core financial statements. You will learn to confidently distinguish the unique purpose and time orientation of the Income Statement, Balance Sheet, and Cash Flow Statement, understanding when to use each to find the information that matters. Through practical, hands-on exercises, you will move from theory to application. You will use spreadsheet software to calculate and interpret two of the most fundamental financial ratios: gross margin and the current ratio. Using real-world case studies of companies like Apple and Sears, you will see how these metrics reveal a company's core profitability and its ability to meet short-term obligations. By the end of this course, you will have the ability to transform raw financial data from a 10-K report into meaningful insights, a critical skill for any role that requires data-driven business decisions. You will leave the course with a completed financial analysis project, ready to apply your new skills in a real-world context.
0 reviews

View details

This intermediate course is designed for financial analysts, business planners, and finance professionals who need to ensure the integrity and reliability of their spreadsheet models. In a world where a single formula error can lead to multimillion-dollar losses, mastering model auditing is no longer optional. This course equips you with a systematic, repeatable framework to audit complex Excel models, diagnose critical errors, and confidently evaluate the impact of any changes. You will move beyond basic error checking to master Excel’s powerful formula auditing tools, implement robust version control, and document your models for transparency and collaboration. Through hands-on activities, you will learn to trace data dependencies, analyze scenarios, and build a structured review process inspired by professional best practices. The course uses real-world case studies, like the JPMorgan “London Whale” trading loss, to bring the consequences of model failure to life. By the end, you won't just build models; you'll build trusted models that stand up to scrutiny and support sound decision-making.
0 reviews

View details

Budgeting & Visualize Financial Variances is designed for professionals who need to translate complex financial data into clear, actionable insights. You will move beyond basic spreadsheets to master the essential skills of variance analysis and data visualization. The curriculum provides a hands-on approach to transforming raw financial data into a dynamic report, empowering you to immediately enhance your financial analysis and reporting capabilities. You will learn to define and calculate key financial metrics, including budget, forecast, and variance. Through practical, step-by-step guidance, you will apply conditional formatting rules to automatically highlight critical information, such as cost overruns or savings. The course uses real-world scenarios to build your skills. By the end, you will be able to build and interpret visually intuitive dashboards that enable managers to make faster, more informed decisions based on at-a-glance financial insights. This course is your next step toward mastering data-driven financial storytelling.
0 reviews

View details

Dynamic Dashboards: Report and Visualize Data is an intermediate course for financial analysts and business professionals who need to transform raw data into powerful, self-service reporting tools. In a world of static spreadsheets, this course teaches you how to build truly interactive dashboards in Excel that empower stakeholders to explore data and discover insights on their own. You will move beyond basic charts to construct a full-fledged dashboard, connecting to data and using PivotTables, PivotCharts, and slicers to create a dynamic, user-driven experience. But building a dashboard is only half the battle. You will also learn the art of effective data communication by mastering design principles from experts like Stephen Few. Through hands-on activities, you will learn to critically evaluate visuals, eliminate "chart junk" by maximizing the data–ink ratio, and ensure your designs meet high standards of readability and clarity. By the end of this course, you will not only be able to build automated, interactive dashboards but also refine them to deliver clear, unambiguous, and actionable insights that drive confident decision-making.
0 reviews

View details

Financial Forecasts: Learn from Errors is an advanced course for financial analysts and planners who want to move beyond just building models to building better models. In the real world, forecasts are rarely perfect. This course teaches you the critical skill of learning from those imperfections to drive continuous improvement and predictive accuracy. You will learn to perform a root cause analysis on failed models, pinpointing whether errors stem from flawed assumptions, bad data, or broken logic. Through a hands-on analysis of a failed retail model, you'll write a professional lessons-learned memo. Next, you'll shift focus to dissecting success, analyzing how a project overcame cost overruns, and synthesizing those learnings into a reusable best-practice checklist. The course culminates in a final project where you will use these new skills to create a comprehensive forecasting improvement plan. By the end, you won't just be a model builder; you'll be a model strategist, equipped to enhance the reliability and credibility of your team's financial forecasts.
0 reviews

View details

Ready to move beyond basic data entry and unlock the predictive power of Excel? This intermediate course, Project Sales: Excel Forecasting Functions, is designed for aspiring financial analysts, business planners, and data-driven professionals who want to build robust financial forecasts. You’ll learn to transform historical sales data into meaningful insights by calculating key performance metrics like Compound Annual Growth Rate (CAGR) and moving averages to understand underlying trends. The course dives deep into scenario-based forecasting, a critical skill for strategic planning. You will master the application of Excel’s AVERAGE function for stable, "flat" projections and the GROWTH function for dynamic, "trend-based" scenarios. Through expert-led screencasts, hands-on exercises, and real-world case studies, you will build a complete sales forecast from start to finish. To succeed in this course, you should have a basic familiarity with Excel functions and an understanding of concepts like revenue and sales data. You will leave with the ability to not just calculate the future, but to model multiple futures, communicate your findings, and drive data-informed decisions with confidence.
0 reviews

View details

This intermediate course, Validate and Summarize Data Effectively with Excel, is for aspiring financial analysts and business professionals who need to move beyond basic spreadsheets and master the essential Excel skills required for robust data-driven decision-making. In today's financial landscape, the ability to trust your numbers is non-negotiable. This course provides a direct path to building that trust, focusing on two critical competencies: data validation and data summarization. You will learn to systematically assess and ensure data quality by applying functions such as COUNTBLANK to quantify missing values against predefined standards—a crucial first step in preventing costly errors like those seen in major corporate blunders. Then, you will dive deep into the power of PivotTables, transforming thousands of lines of raw financial data into clear, interactive summary reports. Through hands-on labs using real-world scenarios, you will practice aggregating, cross-tabulating, and analyzing data to uncover trends and relationships. By the end of this course, you won't just be using Excel; you'll be leveraging it to validate data integrity, analyze complex datasets efficiently, and evaluate your findings to provide the kind of reliable insights that drive strategic financial decisions.
0 reviews

View details

Are your financial reports being ignored? In a world saturated with data, complexity is the enemy of impact. This course, Visualize & Evaluate Financial Performance Reports, is an intermediate-to-advanced program for financial analysts, accountants, and business leaders who need to do more than just present data—they need to drive decisions. You will move beyond basic chart-making and learn a powerful, repeatable framework for transforming raw P&L data into high-impact, one-page visual snapshots that stakeholders can understand in seconds. The course begins by teaching you how to design reports for instant clarity, using real-world case studies from Tesla and The Economist to reveal what separates a confusing chart from a compelling one. Next, you will master the "5-second test"—a game-changing technique to empirically validate the effectiveness of your visualizations and eliminate personal bias. Finally, you will learn to iterate on feedback, refining your charts to ensure your core message lands every time. Through hands-on assignments and AI-powered coaching, you will build, test, and refine a full performance report package. By the end of this course, you won't just be creating charts; you'll be engineering insights.
0 reviews

View details

The course "Zero-Based Budgeting: Allocate Expenses Precisely" is an intermediate-to-advanced course designed for finance professionals, department managers, and analysts who want to master a transformative approach to financial planning. This course moves beyond theory to provide a rigorous, hands-on framework for building budgets from the ground up. You will learn to dismantle old assumptions by mastering the critical distinction between fixed and variable costs—the foundation of any precise budget. Through expert-led videos, real-world case studies from companies like Kraft Heinz and Unilever, and interactive scenarios, you will learn to construct a zero-based budget (ZBB) where every dollar is justified and aligned with strategic goals. You will learn to defend your allocations, ensuring that resources flow to the most critical business priorities. By the end of this course, you will possess the skills to drive financial discipline, optimize resource allocation, and implement a budgeting process that fosters accountability and strategic alignment.
0 reviews

View details

"Automate and Verify Financial Statements" is an intermediate course for finance and data professionals who need to build reliable, dynamic three-statement financial models from raw data. In today's data-driven world, manual and error-prone spreadsheets are a liability. This course will teach you to move beyond them. You will master the advanced Excel formulas and structural techniques required to build a fully automated Profit & Loss Statement, Balance Sheet, and Statement of Cash Flows. Through hands-on labs and expert-led screencasts, you will transform messy transactional data into a sophisticated model that updates dynamically. Using real-world case studies of financial disasters like Archegos Capital, you will learn not just how to build, but how to verify. You will construct reconciliation schedules and perform the critical checks that prove your model is balanced and accurate. The course culminates in a final project where you will build and validate a complete three-statement model, a core skill for any serious financial analyst.
0 reviews

View details

Analyze Budgets and Capital Structures Confidently is an intermediate course designed for financial analysts, accountants, and business managers aiming to sharpen their financial oversight and strategic decision-making skills. In today's volatile economic landscape, mastering the interplay between budget control and capital strategy is not just a best practice—it is essential for survival and growth. This course provides a hands-on toolkit to move beyond mere reporting and into the realm of true financial analysis. You will learn to perform rigorous budget variance analysis to diagnose the root causes of cost issues and determine whether they stem from pricing pressures, operational inefficiencies, or shifts in business volume. You will then master the art of capital structure modeling in Excel, stress-testing financing scenarios to evaluate their impact on critical debt covenants and overall risk exposure. Grounded in real-world case studies such as the collapse of Carillion and Tesla's strategic financing, each module is designed to be immediately applicable. By the end of this course, you will not only be able to analyze complex financial data but also develop and defend compelling, data-driven recommendations for leadership. For learners looking to further enhance their quantitative skills, this course is a perfect gateway to advanced topics in the Advanced Business Analytics and Financial Modeling and Forecasting specializations on Coursera. Please note: A solid understanding of financial statements (Profit and Loss, Balance Sheet) and proficiency in spreadsheet software is required. No coding is necessary.