Ages 11-12
8 Weeks
Difficulty: Expert ⭐⭐⭐⭐
Data & Math with Python
Analyze real data with Python! Learn pandas, matplotlib, and data visualization. Work with real datasets like video game sales, weather data, and sports statistics. Combine coding with math and science!
Prerequisites
This course builds on knowledge from previous courses. We recommend completing these first:
Can I skip this? If you have equivalent experience (e.g., know Scratch basics for Course 2), you may be able to start here. Contact us to discuss your background.
Overview
Analyze real data with Python! Learn pandas, matplotlib, and data visualization. Work with real datasets like video game sales, weather data, and sports statistics. Combine coding with math and science!
What You'll Build
- Analyze real datasets
- Create charts and visualizations
- Apply math concepts through code
- Understand data science fundamentals
What You'll Learn
Real-world datasets
Interdisciplinary learning (coding + math + science)
Impressive portfolio projects
Unique offering for kids
Curriculum
Week 1
Reading CSV Files
- •Pandas introduction
- •Loading data
- •Exploring datasets
Week 2
Exploring Data
- •Data inspection
- •Basic statistics
- •Data types
Week 3
Filtering & Sorting
- •Data selection
- •Conditional filtering
- •Sorting data
Week 4
Math Operations
- •Sum, average, max/min
- •Statistical calculations
- •Data aggregation
Week 5
Bar Charts
- •Matplotlib basics
- •Creating bar charts
- •Customizing visualizations
Week 6
Line Graphs
- •Trend analysis
- •Time series data
- •Line graphs
Week 7
Real Project: School Grades Analysis
- •End-to-end project
- •Data cleaning
- •Insights
Week 8
Final Project: Student Choice Dataset
- •Independent analysis
- •Presentation
- •Real-world application
Note: Detailed curriculum content will be available soon. This is a placeholder overview of the topics covered.
Course Details
Requirements
- Laptop required
- Internet connection
- Course 3 completion OR solid Python basics
- Strong math skills helpful
Difficulty Level
⭐⭐⭐⭐
Expert