Free official resources
All links below were checked and loaded successfully on October 14, 2026.
Excel
- XLOOKUP function (Microsoft Support): https://support.microsoft.com/en-us/office/xlookup-function-b7fd680e-6d10-43e6-84f9-88eae8bf5929
- Dynamic array formulas and spilled array behavior (Microsoft Support): https://support.microsoft.com/en-us/office/dynamic-array-formulas-and-spilled-array-behavior-205c6b06-03ba-4151-89a1-87a7eb36e531
- LAMBDA function (Microsoft Support): https://support.microsoft.com/en-us/office/lambda-function-bd212d27-1cd1-4321-a34a-ccbf254b8b67
- Office Scripts in Excel (Microsoft Learn): https://learn.microsoft.com/en-us/office/dev/scripts/overview/excel
Power Query and Power BI
- Power Query documentation (incl. M language reference): https://learn.microsoft.com/en-us/power-query/
- Power BI training hub (Microsoft Learn learning paths): https://learn.microsoft.com/en-us/training/powerplatform/power-bi
- Star schema guidance for Power BI: https://learn.microsoft.com/en-us/power-bi/guidance/star-schema
- DAX reference: https://learn.microsoft.com/en-us/dax/
- PL-300 Power BI Data Analyst certification (free practice assessment + study guide): https://learn.microsoft.com/en-us/credentials/certifications/data-analyst-associate/
Power Automate
- Power Automate documentation: https://learn.microsoft.com/en-us/power-automate/
- Learning path: Automate a business process using Power Automate: https://learn.microsoft.com/en-us/training/paths/automate-process-power-automate/
- Integrate Power BI data alerts with Power Automate: https://learn.microsoft.com/en-us/power-bi/collaborate-share/service-flow-integration
Python
- The Python Tutorial (official): https://docs.python.org/3/tutorial/index.html
- pandas Getting Started tutorials: https://pandas.pydata.org/docs/getting_started/intro_tutorials/index.html
- openpyxl documentation: https://openpyxl.readthedocs.io/en/stable/
- python-docx documentation: https://python-docx.readthedocs.io/en/latest/
AI and Data Security
- Get started with Copilot in Excel (Microsoft Support): https://support.microsoft.com/en-us/office/get-started-with-copilot-in-excel-d7110502-0334-4b4f-a175-a73abdfc118a
- Copilot for Power BI overview (requirements, incl. sovereign cloud note): https://learn.microsoft.com/en-us/power-bi/create-reports/copilot-introduction
- Controlled Unclassified Information (CUI), National Archives CUI program and Registry: https://www.archives.gov/cui
Domain (EVM)
- Earned Value Management (EVM), DAU Acquipedia article (links to related EVM terms and the EVM 101 course): https://www.dau.edu/acquipedia-article/earned-value-management-evm