Academics · Grades 7–10

Introduction to Data Science

Where Python meets real data — and the laws numbers obey.

Course overview

  • Homework: 60 minutes a week
  • Prerequisite: Python Level 1, or equivalent.

What you’ll learn

The working toolkit of data science

  • Python and math foundations, sharpened on computational number theory
  • NumPy arrays and Pandas tables — how real data is actually held
  • Plots that argue: visualization with Matplotlib
  • Benford's law and Zipf's law, tested against real data
  • Linear regression — your first fitted model
  • A final project on a dataset you choose

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Is this the right level?

Students comfortable with basic Python, curious what data can prove. New to Ardent? A short placement confirms the fit. Schedule a placement →