Advanced Excel for Data Analysis
( 30 Modules )

Module #1
Introduction to Advanced Excel for Data Analysis
Overview of course objectives and introduction to Excels data analysis capabilities

Module #2
Data Preparation Best Practices
Understanding data types, data cleaning, and data normalization

Module #3
Importing and Connecting to Data Sources
Importing data from various sources, including CSV, SQL, and online APIs

Module #4
Using Power Query for Data Transformation
Introduction to Power Query, data merging, and data reshaping

Module #5
Data Aggregation and Grouping
Using SUMIFS, COUNTIFS, and other aggregation functions

Module #6
Data Transformation with INDEX-MATCH and VLOOKUP
Advanced lookup and reference functions

Module #7
Introduction to PivotTables
Creating and customizing PivotTables for data analysis

Module #8
Data Visualization with Charts and Graphs
Creating effective charts and graphs to communicate data insights

Module #9
Using Slicers and Timelines for Interactive Analysis
Enhancing PivotTable analysis with slicers and timelines

Module #10
Using IF, IFERROR, and IFBLANK Functions
Advanced conditional logic and error handling

Module #11
Introduction to Array Formulas
Using array formulas for advanced data manipulation

Module #12
Using XLOOKUP and FILTER Functions
New and improved lookup and filtering functions

Module #13
Introduction to Data Modeling
Creating data models for advanced analysis

Module #14
Using DAX for Calculated Columns and Measures
Creating custom calculations with DAX

Module #15
Advanced DAX Formulas and Functions
Using DAX for advanced data analysis and visualization

Module #16
Introduction to Power BI
Integrating Excel with Power BI for advanced analytics

Module #17
Using Forecasting Functions for Predictive Analytics
Using Excels built-in forecasting functions

Module #18
Using Machine Learning and AI in Excel
Integrating machine learning and AI tools with Excel

Module #19
Introduction to VBA and Macro Recording
Automating tasks with VBA and macro recording

Module #20
Creating Custom Macros and UserForms
Building custom macros and user interfaces

Module #21
Advanced VBA Techniques and Best Practices
Optimizing and debugging VBA code

Module #22
Using Excel for Statistical Analysis
Using Excels built-in statistical functions

Module #23
Using Monte Carlo Simulations and Scenario Analysis
Using Excel for advanced simulation and scenario analysis

Module #24
Using R and Python with Excel
Integrating Excel with R and Python for advanced data analysis

Module #25
Creating Interactive Dashboards
Using Excels dashboard tools for interactive analysis

Module #26
Using Report Builder and Power Pivot
Creating advanced reports with Report Builder and Power Pivot

Module #27
Best Practices for Dashboard and Report Design
Designing effective dashboards and reports for business users

Module #28
Using Excel for Big Data Analysis
Using Excel with big data tools like Hadoop and Spark

Module #29
Advanced Data Visualization with Excel
Using Excel for advanced data visualization and storytelling

Module #30
Course Wrap-Up & Conclusion
Planning next steps in Advanced Excel for Data Analysis career

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