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Machine Learning Foundations (Demo)

Demo course: supervised learning, model evaluation and a first project in Python.

  • Intermediate
  • English
  • 4 lessons
  • Self-paced

Taught by Demo Instructor

Last updated 30 Oct 2026

What you will learn

  • Describe the supervised learning workflow
  • Split data, train a model and evaluate it honestly

Curriculum

  1. Module 1: Supervised learning

  2. Module 2: Evaluation

    • Train, validation and test sets
    • Overfitting

About this course

Demo content. Created by the setup script; replace or archive it before launch.

Before you start

  • Python basics
  • Linear algebra basics

Your instructor

  • Demo Instructor

    Demo instructor profile — replace with a real instructor before launch

    This profile is demo content created by the setup script. It does not describe a real person. Replace it with your instructors' own profiles, or remove it from the demo courses.