Advanced Data Analysis Tools in Excel
( 25 Modules )

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

Module #2
Working with Large Datasets
Techniques for managing and analyzing large datasets in Excel, including data filtering and grouping

Module #3
Power Query Fundamentals
Introduction to Power Query, including data importing, shaping, and loading

Module #4
Power Query Advanced Techniques
Advanced Power Query techniques, including data merging, grouping, and aggregating

Module #5
Data Modeling and DAX Fundamentals
Introduction to data modeling and DAX (Data Analysis Expressions) in Power Pivot

Module #6
DAX Advanced Techniques
Advanced DAX techniques, including measures, calculated columns, and data relationships

Module #7
Power Pivot and Power BI Integration
Integration of Power Pivot with Power BI, including publishing and sharing reports

Module #8
Power BI Dashboards and Reports
Creating interactive dashboards and reports in Power BI, including visualization and design best practices

Module #9
Data Visualization with Power BI
Advanced data visualization techniques in Power BI, including custom visualizations and R integration

Module #10
What-If Analysis and Scenario Planning
Using Excel to perform what-if analysis and scenario planning, including sensitivity analysis and data tables

Module #11
Optimization Techniques with Solver
Using Solver to optimize problems, including linear and nonlinear programming

Module #12
Forecasting and Time Series Analysis
Using Excel to perform forecasting and time series analysis, including exponential smoothing and ARIMA models

Module #13
Data Mining and Machine Learning
Introduction to data mining and machine learning in Excel, including clustering, decision trees, and regression

Module #14
Machine Learning with Azure Machine Learning
Integration of Excel with Azure Machine Learning, including data preparation and model deployment

Module #15
Geospatial Analysis and Mapping
Using Excel to perform geospatial analysis and mapping, including 3D maps and Power BI integration

Module #16
Advanced Charting and Visualization
Creating advanced charts and visualizations in Excel, including combination charts and waterfall charts

Module #17
Data Validation and Error Handling
Techniques for data validation and error handling in Excel, including data validation rules and error trapping

Module #18
Working with External Data Sources
Connecting to external data sources in Excel, including databases, APIs, and web scraping

Module #19
Automation with VBA and Macros
Introduction to VBA and macros in Excel, including automation and worksheet manipulation

Module #20
Advanced VBA and Macro Techniques
Advanced VBA and macro techniques, including user forms, add-ins, and error handling

Module #21
Collaboration and Sharing in Excel
Techniques for collaboration and sharing in Excel, including co-authoring, OneDrive, and SharePoint

Module #22
Excel Add-ins and Third-Party Tools
Using Excel add-ins and third-party tools, including Power BI Publisher and Excel Power Utilities

Module #23
Best Practices for Data Analysis
Best practices for data analysis in Excel, including data quality, data cleaning, and result interpretation

Module #24
Case Studies in Advanced Data Analysis
Real-world case studies in advanced data analysis, including data mining, machine learning, and optimization

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

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Advanced Data Analysis Tools in Excel ( 25 Modules )

Advanced Data Analysis Tools in Excel
( 25 Modules )