C201
Data Science
Grade 9+ with Python foundation
- Hours
- 20 hours
- Schedule
- Saturday 10:00 AM-12:00 PM ET
- Price
- CAD $880
C200
Data Science
Data is the fuel of AI. Students learn exploratory data analysis, cleaning, preprocessing, visualization, and feature thinking through real datasets and project-based labs.
C201 helps students see why model quality begins with data quality.
Students practice asking better questions before building models: What does the dataset represent? What is missing? Which features matter? How can visual evidence guide the next decision?
This course is especially useful before C400 machine learning and project studio work because it turns raw information into defensible evidence.
C201 Data ScienceGrade 9+ with Python foundation. Topics include data frames, cleaning, preprocessing, exploratory analysis, visualization, feature engineering, responsible interpretation, and short analytical reports.
Upcoming C200 cohort
The next data science cohort is built for students who already know Python basics and are ready to work with real datasets.
Student outcomes
Students leave prepared to work with real datasets and communicate what the data actually supports.
- Exploratory data analysis and visualization
- Cleaning missing, noisy, and inconsistent data
- Feature thinking and preprocessing pipelines
- Evidence-based explanation for AI projects