Course
Python for Financial Insights
I built and taught this course to more than 100 students, with the aim of making Python feel practical and useful in the real world.
Overview
This course was created from scratch to help students learn Python through a practical finance lens. We looked at data collection, cleaning, charting, and simple analysis using tools such as pandas and yfinance.
The goal was to make the learning process feel useful from the start, rather than focusing too much on theory without context.
What I covered
- Collecting stock and market data in Python
- Processing and organising data for analysis
- Using charts to explain results clearly
- Trying basic strategy ideas with real examples
Teaching style
I walked students through each stage step by step, showing how to turn raw numbers into something understandable and useful. That made the course more hands-on and easier to follow.