Data Analysis with Excel
( 25 Modules )

Module #1
Introduction to Data Analysis with Excel
Overview of data analysis, importance of Excel in data analysis, and course objectives

Module #2
Getting Started with Excel
Basic Excel skills, navigating the Excel interface, and setting up a workbook

Module #3
Data Preparation and Cleaning
Importing data, handling missing values, and data normalization

Module #4
Data Visualization Basics
Introduction to data visualization, types of charts, and best practices

Module #5
Working with Charts and Graphs
Creating and customizing charts, including column, line, and pie charts

Module #6
Data Analysis Fundamentals
Understanding data types, summarizing data, and calculating measures of central tendency

Module #7
Using Formulas and Functions
Basic arithmetic operations, using formulas, and introducing functions (SUM, AVERAGE, COUNT)

Module #8
Working with Conditional Functions
Using IF, IFERROR, and IFBLANK functions, and conditional formatting

Module #9
Data Analysis with PivotTables
Creating and customizing PivotTables, and using them for data analysis

Module #10
Filtering and Grouping Data
Using filters, grouping data, and creating hierarchical data structures

Module #11
Data Validation and Error Handling
Validating user input, handling errors, and using error functions

Module #12
Working with Dates and Times
Working with dates and times in Excel, including formatting and calculations

Module #13
Using Index-Match Functions
Advanced lookup and reference functions, including INDEX-MATCH and VLOOKUP

Module #14
Data Analysis with Power BI Integration
Introduction to Power BI, connecting to Excel data, and creating interactive dashboards

Module #15
Creating Interactive Dashboards
Using slicers, timelines, and other interactive tools to enhance data visualization

Module #16
Advanced Data Analysis Techniques
Using statistical functions, forecasting, and predictive analytics in Excel

Module #17
Working with Large Datasets
Optimizing performance, managing data size, and using Power Pivot

Module #18
Data Storytelling and Presentation
Effective communication of insights, creating reports, and presenting data to stakeholders

Module #19
Using Excel Add-ins and Macros
Enhancing Excel capabilities with add-ins, and creating custom macros

Module #20
Advanced Charting and Visualization
Creating advanced charts, including waterfall, Pareto, and radar charts

Module #21
Geographic Data Analysis
Working with geographic data, including mapping and spatial analysis

Module #22
Time Series Analysis
Analyzing and forecasting time series data, including trend analysis and seasonality

Module #23
Data Mining and Machine Learning
Introduction to machine learning in Excel, including clustering and decision trees

Module #24
Case Studies in Data Analysis
Real-world examples and case studies in data analysis, including applications in business and finance

Module #25
Course Wrap-Up & Conclusion
Planning next steps in Data Analysis with Excel career

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