Data Analysis Essentials Using Excel Course Syllabus

Overview: This hands-on course equips beginners with essential Excel data analysis skills, guiding you from raw data to strategic insights. You'll master Power Query, PivotTables, advanced formulas, dashboards, and automation techniques through real-world examples. With approximately 6 hours of on-demand content, the course builds practical proficiency step-by-step, culminating in a comprehensive case study. Designed for analysts and managers, this course ensures you can clean, analyze, and visualize data effectively—immediately applicable across finance, marketing, and operations roles.

Module 1: Data Import & Preparation

Estimated time: 0.75 hours

• Connecting to CSV, TXT, and web data sources via Power Query
• Cleaning and shaping data: remove errors and inconsistencies
• Splitting and restructuring columns for analysis
• Pivoting and unpivoting data in Power Query

Module 2: PivotTables & PivotCharts Mastery

Estimated time: 1 hour

• Creating and customizing PivotTables
• Grouping data and using calculated fields
• Configuring value settings and summaries
• Visualizing insights with PivotCharts, slicers, and timelines

Module 3: Advanced Formulas & Lookup Techniques

Estimated time: 1 hour

• Using INDEX/MATCH for flexible lookups
• Applying XLOOKUP for modern, dynamic searches
• Working with dynamic array functions: SORT, FILTER, SEQUENCE, UNIQUE
• Building complex analyses with array formulas

Module 4: Dashboard Design & Visualization

Estimated time: 1 hour

• Building interactive dashboards with form controls (dropdowns, checkboxes)
• Applying conditional formatting for visual insight
• Using sparklines for compact trend visualization

Module 5: Statistical & Trend Analysis

Estimated time: 0.75 hours

• Analyzing trends with trendlines and moving averages
• Measuring relationships using correlation analysis
• Using Data Analysis Toolpak for regression, histograms, and descriptive statistics

Module 6: Automation with Macros & VBA

Estimated time: 0.75 hours

• Recording macros to automate repetitive tasks
• Editing VBA code snippets for customization
• Implementing basic error handling in macros

Module 7: Scenario & What-If Analysis

Estimated time: 0.5 hours

• Exploring outcomes with Goal Seek and Data Tables
• Using Scenario Manager for multi-variable analysis
• Building interactive What-If dashboards

Module 8: Best Practices & Real-World Case Study

Estimated time: 0.75 hours

• Structuring workbooks: input, calculations, outputs, and documentation
• Applying best practices for clarity and scalability
• Capstone: end-to-end analysis of sales data to generate actionable insights

Prerequisites

• Basic familiarity with Excel interface and navigation
• Understanding of core spreadsheet concepts (cells, rows, columns)
• Ability to write simple formulas (e.g., SUM, AVERAGE)

What You'll Be Able to Do After

• Import and clean raw data using Power Query efficiently
• Summarize large datasets with PivotTables and PivotCharts
• Write advanced formulas like INDEX/MATCH and dynamic array functions
• Create interactive dashboards with form controls and conditional formatting
• Perform statistical and trend analysis to support data-driven decisions