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
4.5 ★★★★★11,927 studentsCreated by Alexander HagmannPublished/Updated on: 🌐 English

Key Takeaways

Course overview with structured fields: Title, Provider, Instructor, Updated Date, Difficulty, Focus, Audience, Outcomes and Coupon Code.

•Course Title: Python for Excel: Use xlwings for Data Science and Finance
•Provider: Udemy (via CourseSpeak listing)
•Instructor: Alexander Hagmann
•Coupon Verified on: January 4, 2026
•Difficulty Level: Beginner
•Course Focus: office productivity fundamentals to advanced concepts
•Learning Outcomes: 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
•Prerequisites: 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.
•Target Audience: Beginners to advanced programmers
•Course Type: Self Paced Online Course. Lifetime Access
•Coupon: Click on REDEEM COUPON to Enroll and apply discount code

What you'll learn

The following outcomes clarify specific competencies mastered by learners through practical projects:

✓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

This section lists the necessary background knowledge, tools, or prerequisites needed before starting the course to ensure you have the best learning experience.

•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.

Course Description

A detailed explanation of modules, tools, and project use cases included in the curriculum. from this comprehensive microsoft excel courses.

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About the Instructor

Learn from experienced professionals in the field.

•Instructor: Alexander Hagmann
•Expertise: office productivity education and applied programming expertise
•Experience: 12+ years developing large-scale systems in Microsoft Excel
•Teaching Style: Practical focus with real-world examples and hands-on projects
•Institution: Professional Academy - Leading provider of quality office productivity education

Review - Python for Excel: Use xlwings for Data Science and Finance course on Udemy worth it?

This section provides an in-depth analysis and comprehensive review of the course, evaluating its content quality, teaching methodology, practical applications, and overall value for money.

Complete Review: Python for Excel: Use xlwings for Data Science and Finance by Alexander Hagmann

Python for Excel: Use xlwings for Data Science and Finance is a comprehensive online course designed to help students master Office Productivity skills. Created by Alexander Hagmann, this course provides practical knowledge and hands-on experience that learners can immediately apply in professional settings.

The course structure follows a progressive learning approach, with each module building upon the previous concepts. Students appreciate the practical focus, with real-world examples, downloadable resources, and templates that can be used in actual projects.

Available on Udemy with lifetime access, this course offers excellent value for anyone looking to advance their skills in Microsoft Excel and take their career to the next level.

Our Recommendation

Course recommendation: Python for Excel: Use xlwings for Data Science and Finance excels in office productivity development based on verified student reviews and curriculum analysis.

Student Feedback

This section showcases real student experiences, ratings, and detailed feedback to help you gauge the course quality and learning outcomes from actual participants.

4.5
★★★★★
Course Rating
Based on 11,927 student reviews as of January 2026
Rating Breakdown:
5 stars:
75% (8,945)
4 stars:
15% (1,789)
3 stars:
5% (596)
2 stars:
5% (596)
1 star:
5% (596)
SJ
Sarah Johnson
★★★★★2 weeks ago

This course completely transformed my understanding of the subject! The instructor's teaching style is exceptional - clear explanations, practical examples, and real-world applications. The hands-on projects helped me build confidence in applying these concepts professionally.

MT
Michael Torres
★★★★★3 weeks ago

Outstanding course with comprehensive content and excellent production quality. The step-by-step approach made complex topics accessible. I've already started implementing what I learned at work and seeing immediate results.

DK
David Kim
★★★★★1 month ago

Best investment I've made in my career development! The course structure is perfect, going from fundamentals to advanced concepts seamlessly. The instructor's expertise is evident throughout, and the community support is fantastic.

Frequently Asked Questions

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Python for Excel: Use xlwings for Data Science and Finance
$10.99$119.9991% Off
🎫 Coupon
XLWI***
REDEEM COUPON
30-Day Money-Back Guarantee
What the Course Includes:
Duration17h on-demand video
Device CompatibilityMobile & TV
Access TypeLifetime Access
CertificationCompletion Certificate