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Python for Excel: Use xlwings for Data Science and Finance

Integrate Excel and Python and get the best of two Worlds! Python Beginners welcome. Use Pandas, Seaborn & co. in Excel
4.7 ★★★★★11,769 studentsCreated by Alexander HagmannLast updated Oct 15, 2025🌐 English

What you'll learn

✓Automate Excel with clean and powerful Python Code
✓Learn and master the xlwings library from 0 to 100
✓Use Excel as Graphical User Interface (GUI) and run your Python code with Excel
✓Create powerful Dashboard Apps with Excel (frontend) and Python (backend)
✓Use powerful Data Visualization Tools (Matplotlib, Seaborn) in Excel
✓Learn Python from scratch with a taylor-made Crash Course (For Python beginners)
✓Write UDFs (user defined functions) and use Numpy, Pandas and Machine Learning Libraries directly in Excel
✓Write Excel tools with Python instead of VBA and call your code directly from within Excel
✓Use xlwings to automate Excel reports with Python
✓Prototype Web apps
✓Write and use Dynamic Arrays with xlwings
✓Run your financial model 10,000 times & more with a Python Monte Carlo Simulation
✓Load (financial) data from Web APIs directly into Excel
✓Run Python Scripts from within Excel with Run main and RunPython
✓Replace VBA macros with clean and powerful Python code

Requirements

•A desktop computer (Windows or Mac) capable of storing and running Python/Anaconda. The course will walk you through installing the necessary free software.
•An internet connection capable of streaming HD Videos.
•A working installation of Microsoft Excel.
•Mac users are welcome. Please note that 10%-15% of the course content (UDFs) work on Windows only!
•Willingness to code and work with Python.

Description

Frequently Asked Questions

Student Feedback

4.7
★★★★★
Course Rating
75%
15%
5%
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Sarah J.
★★★★★2 weeks ago

This course was absolutely amazing! The instructor explained everything clearly and the projects were very helpful.

M
Michael T.
★★★★1 month ago

Great content, highly recommended for beginners. Just wish there were more practice exercises.

D
David K.
★★★★★2 months ago

Best course on this topic I've taken so far. Worth every penny (even better since I got it for free!).

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Python for Excel: Use xlwings for Data Science and Finance
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This course includes:
  • 📺 17h on-demand video
  • 📱 Access on mobile and TV
  • ♾️ Full lifetime access
  • 🏆 Certificate of completion