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Catalog / All levels / Excel to Python Automation: Data Science Workflow Masterclass with 10 Exams
Mammoth Club All levels 18 sections 29 lectures

Excel to Python Automation: Data Science Workflow Masterclass with 10 Exams

Excel is where many analysts begin—but automation with Python opens new possibilities. This course bridges the gap, showing how to transition workflows from spreadsheets to scalable code while maintaining clarity in analysis. Crafted by humans, supported by AI, and rigorously edited to ensure quality!

Created by John Bura
01
Skill level
All levels
02
Sections
18
03
Lectures
29
04
Instructor
John Bura
What's inside

This course includes.

✓
18
Sections
✓
29
Lectures
✓
17
Resources
✓
11
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

8 sections · 19 lectures
+ Test Your Knowledge! 1 lecture
Practice Code Exam Locked
+ Challenge Your 10 FREE Practice Exams 1 lecture
Where to Find Your Exams Locked
+ Course overview 2 lectures
00b Course overview - Excel to Python Locked
Full Course Source Files Locked
+ 01 Excel automation w Python dm 4 lectures
01 Read Excel File With Python Locked
02 Reshape Data For Data Modeling Locked
03 Build A Linear Regression Model With Python Locked
04 Visualize Machine Learning Predictor With Python Locked
+ 02 Use Excel File in Python 3 lectures
01 Use Excel File In Python Locked
02 Manipulate Excel File With Python Locked
03 Build Dictionaries With Python Locked
+ 03 Manipulate Excel Sheets with Python 3 lectures
01 Import Data File Into A Pandas Dataframe Locked
02 Excel Sheet Manipulation With Python Locked
03 Get Excel Sheet Information With Python Locked
+ 04 Build Excel Filters in Python 3 lectures
01 Build View Excel Functions In Python Locked
02 Build Filter Excel Functions In Python Locked
03 Build Filter Functions On Blockchain Dataset Locked
+ 05 Aggregate Excel Data with Python 2 lectures
01 Aggregate Excel Data With Python Locked
02 Build Excel Pivot Tables In Python Locked
Description

About this course.

✅ Explore data handling in Excel and replicate tasks with Python

✅ Automate reporting, cleaning, and transformation

✅ Build repeatable workflows that save time and reduce errors

✅ Test your learning with 10 structured exams


The focus is not just on replacing Excel but expanding what you can achieve when both tools work together.


🎁 Move from manual tasks to automated, Python-powered analysis.

Instructors

Taught by people who ship.

John Bura

John Bura

Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.

Ready to start building?

Excel is where many analysts begin—but automation with Python opens new possibilities. This course bridges the gap, showing how to transition workflows from spreadsheets to scalable code while maintaining clarity in analysis. Crafted by humans, supported by AI, and rigorously edited to ensure quality!

Buy lifetime access →