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Data and Statistical Analytics Using Microsoft Excel — course hero graphic

Data and Statistical Analytics Using Microsoft Excel

📋 Overview

The role of the financial professional has shifted from reporting on the past to predicting the future, yet many practitioners still rely on manual, static workflows that fail to capture the full story within their data. This course bridges the gap between traditional accounting and modern data science by utilizing Excel’s most powerful analytical engines to turn raw numbers into defensible business intelligence. We will move beyond simple averages, exploring how to use the Analysis ToolPak for deep statistical dives and leveraging Dynamic Arrays to build fluid, auto-updating models that respond to changing business conditions in real time. Participants will explore a modern analytics workflow that balances classic statistical rigor with cutting-edge efficiency. We will examine how to implement regression analysis for more accurate budgeting, utilize advanced forecasting functions to anticipate market shifts, and even leverage AI-assisted insights to find hidden patterns in sprawling datasets. By the end of this session, you will be able to distinguish between mere “data entry” and “data discovery,” providing your firm or organization with the high-level analysis required to navigate an increasingly complex economic landscape.

👥 Who Should Attend

CPAs and financial professionals seeking to modernize their data analysis and forecasting capabilities.

Prerequisites
None
Advanced Prep
None

🎯 Learning Objectives

🚀 What You'll Walk Away With

📚 Major Topics

  1. Statistical Foundations: Using the Analysis ToolPak for Insight
  2. Modern Modeling: Leveraging Dynamic Arrays for Live Analytics
  3. Predictive Budgeting: Applying Regression and Forecasting Functions
  4. The 2026 Toolkit: AI Insights and Python Integration Basics

🏷️ Topics

CPA Excel statistics trainingbusiness analytics for accountantsExcel Analysis ToolPakregression analysis in accountingExcel dynamic arrays for financefinancial forecasting 2026Python in Excel for CPAsMicrosoft 365 AI data insightsauditing

Questions

Do I need to be a math expert or a statistics major to follow along?

Not at all. This course is designed for financial professionals and covers the statistical foundations you need from the ground up, starting with the Analysis ToolPak.

What level of Excel experience is required before I start?

This is a basic level course with no prerequisites. We'll guide you through the modern tools like Dynamic Arrays and regression functions regardless of your current technical depth.

Will this course teach me how to write code in Python?

We aren't going to turn you into a programmer. Instead, we'll analyze how Python and AI integrations can be used within Excel to improve your existing modeling work.

How does this differ from a standard accounting reporting class?

Traditional reporting focuses on what happened in the past. This course focuses on discovery and prediction, showing you how to use data to anticipate market shifts and future performance.

Is there any special software I need to install before we begin?

You don't need any advanced preparation or external software. We will be using the standard features and analytical engines already available within Microsoft Excel.

🗂️ Course Details
Course ID
432
Short Name
Excel Stats
Created
2026-03-28
Last Updated
2026-07-23

✍️ A Note from the Author

I spent years watching talented accountants get buried under manual data entry when they should have been advising their leadership on where the company was headed next. I wrote this course because Excel has evolved into a powerhouse for predictive work, and you deserve to use it for more than just balance sheets. It's time to stop looking in the rearview mirror and start using your data to actually see the road ahead.

🎤 About the author

Stephen M. Yoss, CPA

Stephen is a certified public accountant, the CEO and partner of Devmatics, LLC, a continuing education instructor for financial professionals, a professional speaker at live events, and a licensed pyrotechnician. While his interests and skills are varied, they all share a common thread—his love for and skill in finding technology-based solutions. Whether it’s teaching in the classroom, consulting clients in a boardroom, or shooting a fireworks display, Steve brings passion, hard work, value—and above all else—technological expertise to each of his clients. With an open, honest approach, he creates a unique strategy for each client specifically designed to benefit their needs and streamline their operations in order to create efficiency and maximize their financial potential.

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