Academics · Grades 7–10

Machine Learning

Teach the machine: from clean data to trained models.

Course overview

  • Homework: 60 minutes a week
  • Prerequisite: Introduction to Data Science, or equivalent.

What you’ll learn

Machine learning, end to end

  • Python and NumPy groundwork for machine learning
  • Data preparation: cleaning real, messy datasets
  • Statistical analysis before any model is trained
  • Classification, and decision-tree classifiers
  • Regression models and their applications
  • Unsupervised learning — finding structure without labels

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Is this the right level?

Students ready to move from analyzing data to predicting with it. New to Ardent? A short placement confirms the fit. Schedule a placement →