Advanced Data Analysis with Excel
( 25 Modules )

Module #1
Introduction to Advanced Data Analysis
Overview of the course, importance of data analysis, and setting up Excel for advanced data analysis

Module #2
Data Preparation and Cleaning
Importing data, handling missing values, and data normalization techniques

Module #3
Data Visualization Fundamentals
Introduction to data visualization, types of charts, and best practices

Module #4
Working with PivotTables
Creating and customizing PivotTables, PivotCharts, and data analysis using PivotTables

Module #5
Advanced PivotTable Techniques
Using calculations, data validation, and conditional formatting with PivotTables

Module #6
Introduction to Power Query
Getting started with Power Query, importing and transforming data

Module #7
Power Query Formulas and Functions
Using M language, formulas, and functions to manipulate data in Power Query

Module #8
Data Modeling and Power Pivot
Introduction to Power Pivot, data modeling, and creating data models

Module #9
Advanced Power Pivot Techniques
Using DAX formulas, measures, and calculated columns in Power Pivot

Module #10
Data Analysis with Index-Match
Using Index-Match functions for advanced data analysis and lookup

Module #11
Text Analysis and Manipulation
Using text functions, regular expressions, and text manipulation techniques

Module #12
Date and Time Analysis
Using date and time functions, working with time zones, and scheduling tasks

Module #13
Statistical Analysis with Excel
Introduction to statistical analysis, using built-in statistical functions and formulas

Module #14
Regression Analysis with Excel
Using linear and non-linear regression, and interpreting results

Module #15
Time Series Analysis with Excel
Using forecasting and time series analysis techniques, and building forecasting models

Module #16
Data Visualization with Power BI
Introduction to Power BI, creating reports, and publishing to the web

Module #17
Advanced Data Visualization Techniques
Using interactive visualizations, maps, and geomapping in Power BI

Module #18
Data Storytelling and Communication
Effective data storytelling, creating dashboards, and communicating insights

Module #19
Working with Big Data in Excel
Handling large datasets, using Power Query and Power Pivot with big data

Module #20
Advanced Excel Formulas and Functions
Using advanced formulas, such as array formulas and XLOOKUP

Module #21
Automating Tasks with Macros
Introduction to VBA, recording and editing macros, and automating tasks

Module #22
Advanced Data Analysis with Solver
Using Solver for optimization, simulation, and forecasting

Module #23
Data Validation and Error Handling
Using data validation, error handling, and debugging techniques

Module #24
Advanced Data Analysis with R and Excel
Using R integration with Excel, and performing advanced data analysis tasks

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

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Advanced Data Analysis with Excel ( 25 Modules )

Advanced Data Analysis with Excel
( 25 Modules )