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Courses AI and Data Intro to AI and Data Science

Intro to AI and Data Science

Explore data and artificial intelligence with Python: CSV data, statistics, charts, a nearest-neighbour classifier, and responsible AI.

Advanced 9 lessons 3.5 hours
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$29.00
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  • 9 lessons
  • Certificate of completion
  • Access on any device

Explore data and artificial intelligence with Python: CSV data, statistics, charts, a nearest-neighbour classifier, and responsible AI.

A Advanced course for ages 13–17. Every lesson explains one idea in plain words, shows code examples you can copy, ends with a hands-on project and a short quiz that explains each answer. Projects use free tools: Python (online or installed), CodePen/JSFiddle and your web browser.

What you will learn

  1. What Is AI, Really?
  2. Data with CSV Files
  3. Statistics: Summarising Data
  4. Charts with matplotlib
  5. Correlation Is Not Causation
  6. Your First Classifier: Nearest Neighbour
  7. Testing Models: Accuracy and Mistakes
  8. Responsible AI and Using AI Tools Wisely
  9. Project: Data Story

For parents: lessons take about 15–30 minutes. Children can work on their own, and you can follow their progress from your parent dashboard.

Module 1: What Is AI, Really?, Data with CSV Files…

3 lessons
  • What Is AI, Really?
    Preview 20 min
  • Data with CSV Files
    20 min 🔒
  • Statistics: Summarising Data
    20 min 🔒

Module 2: Charts with matplotlib, Correlation Is Not Causation…

3 lessons
  • Charts with matplotlib
    20 min 🔒
  • Correlation Is Not Causation
    20 min 🔒
  • Your First Classifier: Nearest Neighbour
    25 min 🔒

Module 3: Testing Models: Accuracy and Mistakes, Responsible AI and Using AI Tools Wisely…

3 lessons
  • Testing Models: Accuracy and Mistakes
    25 min 🔒
  • Responsible AI and Using AI Tools Wisely
    20 min 🔒
  • Project: Data Story
    30 min 🔒