Advanced Excel Training Topics: Power Query, Data Models & Macros
Question details
The user is looking for advanced Excel training topics and skills to explore beyond standard features like XLOOKUP, PivotTables, and basic macros, specifically without diving into in-depth VBA programming.
- Product
- Excel
- Device & OS
- not provided
- Scenario
- Planning or seeking content for an advanced Excel training course.
- Observed behavior
- The user wants to identify high-value, advanced Excel capabilities that do not require extensive coding knowledge, focusing on data transformation and macro optimization.
Before exploring these advanced topics, ensure you have a solid understanding of fundamental spreadsheet features like basic formulas, standard PivotTables, and data filtering.
Master Power Query and Data Modeling
Power Query is a crucial skill for advanced data manipulation and automation without using VBA.
Power Query allows users to connect, combine, and refine data across a wide variety of sources. By pairing it with the Data Model, you can handle massive datasets efficiently and create robust relational data structures directly in your workbook.
Use Power Query (Data > Get Data) to import data from various sources like ERP systems, CSV files, and other Excel workbooks.
Utilize the Power Query Editor to unpivot data, handle different locale settings, and merge multiple queries using different join types.
Instead of loading data into a standard worksheet, choose 'Load To' and check 'Add this data to the Data Model' to efficiently handle large datasets.
Insert a PivotTable directly from the Data Model to build dynamic calendars and leverage complex time-intelligence reporting.
Improve and Optimize Recorded Macros
Refine basic recorded macros to run faster and more reliably without writing complex VBA from scratch.
Upgrade Your Data Analysis with WPS Office
If you are exploring advanced spreadsheet capabilities, WPS Office provides a lightweight, highly compatible, and free alternative to Microsoft Office. It seamlessly handles complex datasets, advanced formulas, and PivotTables.
- 1. Download and Install: Download WPS Office from the official website and follow the installation prompts to set it up on your device.
- 2. Open Your Spreadsheets: Launch WPS Spreadsheet and open your existing .xlsx workbooks directly without losing any formatting or formula integrity.
- 3. Utilize Advanced Features: Access familiar advanced features like PivotTables and complex data tools via the intuitive Data and Formula tabs.

Frequently Asked Questions
What is Power Query in Excel and why is it important?
Power Query is a powerful data connection technology that enables you to discover, connect, combine, and refine data across a wide variety of sources. It is essential for automating data preparation tasks without needing to write complex VBA code.
How can I improve a recorded macro without knowing advanced VBA?
You can significantly improve recorded macros by opening the VBA editor and manually deleting redundant 'Select' or 'ActiveCell' statements. The macro recorder tracks literal clicks, which slows down the script; replacing these with direct object references makes the macro faster and much more reliable.
What is the Excel Data Model?
The Data Model allows you to integrate data from multiple tables, effectively building a relational data source inside an Excel workbook. It enables you to create more powerful PivotTables and handle millions of rows of data, bypassing the standard worksheet row limit.




