All courses

10 courses, all free and self-paced. Pick one to see its syllabus, or start its first lesson straight from the card.

• PY 101Beginner

  Python Programming

  The language from the first print() to classes, files, errors and async code.

  • 171 lessons
  • 513 exercises
  • 17 h reading
  • Certificate
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• PY 150Beginner

  Python Projects

  Two hundred small builds, from command-line games to apps that call AI models.

  • 203 lessons
  • 173 exercises
  • 13 h reading
  • Certificate
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• PY 180Beginner

  Automation and Scripting

  Let Python do the dull work: files, spreadsheets, the web, email and schedules.

  • 51 lessons
  • 68 exercises
  • 2 h reading
  • Certificate
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• DATA 110Beginner

  Data Analytics with Python

  NumPy, pandas, charts, SQL and the statistics you need to trust a result.

  • 137 lessons
  • 399 exercises
  • 4 h reading
  • Certificate
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• MATH 120Beginner

  Mathematics for Machine Learning

  Linear algebra, calculus and probability, worked through with code beside every idea.

  • 132 lessons
  • 511 exercises
  • 32 h reading
  • Certificate
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• ML 210Intermediate

  Machine Learning

  Prepare data, train and evaluate models, and know which one a problem needs.

  • 89 lessons
  • 440 exercises
  • 13 h reading
  • Certificate
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• DL 310Advanced

  Deep Learning

  Neural networks from the perceptron up: training, vision, sequences and transformers.

  • 82 lessons
  • 417 exercises
  • 10 h reading
  • Certificate
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• CS 220Intermediate

  Data Structures and Algorithms

  Arrays to graphs, with visualisations and the interview patterns built on them.

  • 153 lessons
  • 395 exercises
  • 37 h reading
  • Certificate
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• WEB 201Intermediate

  Web Development with Flask

  Routing, templates, forms, databases, sign-in and APIs, through to deployment.

  • 98 lessons
  • 66 exercises
  • 4 h reading
  • Certificate
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• SE 230Intermediate

  Software Testing and Quality

  pytest, API and UI testing, static analysis and the pipelines that run them.

  • 57 lessons
  • 51 exercises
  • 2 h reading
  • Certificate
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