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Academy course

Data Modelling in Excel

Taught by Szilvia Juhasz

71
Lessons
7
Modules
Data Modelling in Excel

Curriculum

7 modules · 71 lessons

01 Download The Files 1 lesson
  1. 1. Download the Files
02 Decision Modelling with Excel 13 lessons
  1. 1. Why Art and Science with Excel
  2. 2. Historical Perspectives: Art-Science
  3. 3. Art & Science of Excel Modelling in 9 Steps
  4. 4. Step 1: Defining the Problem
  5. 5. Step 2: Analyzing the Problem
  6. 6. Step 3: Knowing Your Stakeholder
  7. 7. Step 4: Understanding Your Role
  8. 8. Step 5: Planning Your Model
  9. 9. Step 6: Building Your Model
  10. 10. Step 7: Testing Your Model
  11. 11. Step 8: Delivering Your Model
  12. 12. Step 9: Maintaining Your Model
  13. 13. The 9 Steps Recap
03 Thinking Like Excel 11 lessons
  1. 1. Introduction to Thinking Like Excel
  2. 2. Why Think Like Excel
  3. 3. Cell Referencing is Everything
  4. 4. Relative Cell Referencing DEMO
  5. 5. Mixed Cell Referencing DEMO
  6. 6. Absolute Cell Referencing DEMO
  7. 7. Multiplication Matrix Example
  8. 8. R1C1 Mode DEMO
  9. 9. Notation Styles
  10. 10. Cell Notation Styles Compared
  11. 11. Excel and Chess
04 Advanced Excel Formula Mastery 16 lessons
  1. 1. Introduction to Advanced Excel Formula Mastery
  2. 2. Looking Things Up
  3. 3. VLookup DEMO
  4. 4. Match DEMO
  5. 5. VLookup with Match DEMO
  6. 6. VLookup with Error Trapping DEMO
  7. 7. VLookup Approximate Match DEMO
  8. 8. VLookup to the Left DEMO
  9. 9. Index DEMO
  10. 10. Offset
  11. 11. Offset DEMO
  12. 12. Conditional Calculations
  13. 13. SumIfs DEMO
  14. 14. Averageifs DEMO
  15. 15. Array Formulas DEMO
  16. 16. Countifs for Uniques DEMO
05 Anatomy of an Excel Model 11 lessons
  1. 1. Anatomy of an Excel Model Introduction
  2. 2. Create Names to Store Global Assumptions DEMO
  3. 3. Named Ranges Static vs Dynamic DEMO
  4. 4. Replace a Range Address with a Dynamic Range Name DEMO
  5. 5. Create Names to Retrieve Intersections
  6. 6. Create a Simple Custom Function Without VBA DEMO
  7. 7. Variables vs Scenarios Goal Seek Demo
  8. 8. Variables vs Scenarios - Scenario Manager DEMO
  9. 9. Workshop Introduction Rolling Forecast Planner
  10. 10. Workshop Rolling Forecast Planner DEMO
  11. 11. Workshop Retail Order Processing Model LAB INTRO
06 Upgrading to the Modern Excel Table 10 lessons
  1. 1. Introduction to Upgrading to the Modern Excel Table
  2. 2. What is a Modern Excel Table
  3. 3. 3 Ways to Create an Excel Table
  4. 4. Excel Tables Essential Techniques DEMO
  5. 5. Excel Tables Slicers and Graphs DEMO
  6. 6. Dynamic Charts with Tables DEMO
  7. 7. Excel Tables Advanced Formulas
  8. 8. Excel Tables and Data Models
  9. 9. Intro to Data Models DEMO
  10. 10. Modern Excel Tables RECAP
07 Next Level Excel + Database Solutions 9 lessons
  1. 1. Introduction to Next Level Excel Database Systems
  2. 2. Excel vs Database Debate
  3. 3. Demos Overview
  4. 4. DEMO 1 - SQL
  5. 5. DEMO 1 - Access Database Backend
  6. 6. DEMO 1 - The Excel Front End
  7. 7. DEMO 1 - Specify the Connection on the Excel Front End
  8. 8. DEMO 2 - Introduction
  9. 9. DEMO 2 - Process Automation

About this course

Most Excel models are built by accretion — a formula here, a sheet there, no plan. The result is a workbook nobody else can debug or extend. This course teaches the opposite approach: a deliberate, 9-step framework for defining, building, testing, and maintaining decision models in Excel that survive contact with real users.

Szilvia Juhasz starts with the structural thinking — defining the problem, analysing it, knowing your stakeholder, understanding your role — before any cells are filled. The middle of the course is a deep dive into the mechanics: cell-referencing modes, advanced lookups, conditional-aggregation formulas, named ranges, scenarios, and the modern Excel Table. The final module covers integrating Excel with Access databases and external SQL data sources.

What you’ll learn

  • A 9-step framework for building decision models from definition through maintenance
  • Cell-referencing patterns (relative, mixed, absolute, R1C1, notation styles)
  • VLOOKUP, INDEX/MATCH, OFFSET, SUMIFS, AVERAGEIFS, COUNTIFS, and array formulas
  • Named ranges (static and dynamic) and custom names without VBA
  • Goal Seek and Scenario Manager for what-if analysis
  • The modern Excel Table — formulas, slicers, charts, and Data Model integration
  • Connecting Excel to Access databases and SQL data sources

Who this course is for

Analysts who build financial, operational, or planning models in Excel. Anyone who has inherited a sprawling workbook and wants to understand the engineering practices that prevent it.

About the instructor

Szilvia Juhasz is a financial-modelling consultant and trainer with a background in corporate finance and decision sciences. She has taught Excel modelling to analysts at financial institutions across North America.

What’s in this course

Download The Files

  • Download the Files

Decision Modelling with Excel

  • Why Art and Science with Excel
  • Historical Perspectives: Art-Science
  • Art & Science of Excel Modelling in 9 Steps
  • Step 1: Defining the Problem
  • Step 2: Analyzing the Problem
  • Step 3: Knowing Your Stakeholder
  • Step 4: Understanding Your Role
  • Step 5: Planning Your Model
  • Step 6: Building Your Model
  • Step 7: Testing Your Model
  • Step 8: Delivering Your Model
  • Step 9: Maintaining Your Model
  • The 9 Steps Recap

Thinking Like Excel

  • Introduction to Thinking Like Excel
  • Why Think Like Excel
  • Cell Referencing is Everything
  • Relative Cell Referencing DEMO
  • Mixed Cell Referencing DEMO
  • Absolute Cell Referencing DEMO
  • Multiplication Matrix Example
  • R1C1 Mode DEMO
  • Notation Styles
  • Cell Notation Styles Compared
  • Excel and Chess

Advanced Excel Formula Mastery

  • Introduction to Advanced Excel Formula Mastery
  • Looking Things Up
  • VLookup DEMO
  • Match DEMO
  • VLookup with Match DEMO
  • VLookup with Error Trapping DEMO
  • VLookup Approximate Match DEMO
  • VLookup to the Left DEMO
  • Index DEMO
  • Offset
  • Offset DEMO
  • Conditional Calculations
  • SumIfs DEMO
  • Averageifs DEMO
  • Array Formulas DEMO
  • Countifs for Uniques DEMO

Anatomy of an Excel Model

  • Anatomy of an Excel Model Introduction
  • Create Names to Store Global Assumptions DEMO
  • Named Ranges Static vs Dynamic DEMO
  • Replace a Range Address with a Dynamic Range Name DEMO
  • Create Names to Retrieve Intersections
  • Create a Simple Custom Function Without VBA DEMO
  • Variables vs Scenarios Goal Seek Demo
  • Variables vs Scenarios - Scenario Manager DEMO
  • Workshop Introduction Rolling Forecast Planner
  • Workshop Rolling Forecast Planner DEMO
  • Workshop Retail Order Processing Model LAB INTRO

Upgrading to the Modern Excel Table

  • Introduction to Upgrading to the Modern Excel Table
  • What is a Modern Excel Table
  • 3 Ways to Create an Excel Table
  • Excel Tables Essential Techniques DEMO
  • Excel Tables Slicers and Graphs DEMO
  • Dynamic Charts with Tables DEMO
  • Excel Tables Advanced Formulas
  • Excel Tables and Data Models
  • Intro to Data Models DEMO
  • Modern Excel Tables RECAP

Next Level Excel + Database Solutions

  • Introduction to Next Level Excel Database Systems
  • Excel vs Database Debate
  • Demos Overview
  • DEMO 1 - SQL
  • DEMO 1 - Access Database Backend
  • DEMO 1 - The Excel Front End
  • DEMO 1 - Specify the Connection on the Excel Front End
  • DEMO 2 - Introduction
  • DEMO 2 - Process Automation

Member access

Lesson videos and downloadable resources require academy login. Existing members get the same access they had on academy.excel.tv.