Python Programming Fundamentals

Python Programming Fundamentals

Stress 3: Excel for Finance

Target Audience: Stress 3: Excel for Finance

Difficulty: Intermediate

Structure: 5 modules, 20 lessons

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Last Update	04/25/2026
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Course
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Introduction to Python for Finance

5Lessons ·
- Python Basics
- Python Basics - Quiz
  
  10 xp
- Introduction to Libraries: NumPy and pandas
- Data Importing and Exporting
- Basic Financial Analysis with Python
Automating Excel Tasks with Python

5Lessons ·
- Introduction to Excel Automation
- Introduction to Excel Automation - Quiz
  
  10 xp
- Using openpyxl for Excel Interaction
- Integrating xlwings with Python
- Automating Financial Reports
Data Analysis and Visualization

5Lessons ·
- Data Analysis with pandas
- Data Analysis with pandas - Quiz
  
  10 xp
- Data Visualization with Matplotlib
- Advanced Visualization with Seaborn
- Interpreting Visual Data Insights
Integrating Python with Financial Models

5Lessons ·
- Building Financial Models
- Building Financial Models - Quiz
  
  10 xp
- Statistical Methods in Finance
- Forecasting Financial Trends
- Capstone Project: Financial Analysis Toolkit
Final Project and Review

5Lessons ·
- Review of Key Concepts
- Review of Key Concepts - Quiz
  
  10 xp
- Final Project Guidelines
- Working on Your Final Project
- Project Presentations