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AI & Data · Beginner

What AI is, how it learns and where it helps, explained without the jargon.

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About this course

A calm, practical introduction to artificial intelligence. You will learn how modern AI systems are trained, what they are good and bad at, and how to use them responsibly in study and work.

What you’ll learn

  • Explain the difference between AI, machine learning and deep learning
  • Describe how a model learns from examples
  • Spot common AI mistakes and bias
  • Use AI tools safely and responsibly

Syllabus

3 modules · 9 lessons · open any lesson with your AI tutor

01What is AI?3 lessons
  1. 1A short history of AI: learn it with Education AI
  2. 2AI, machine learning and deep learning: learn it with Education AI
  3. 3Where you already meet AI: learn it with Education AI
02How machines learn3 lessons
  1. 4Learning from examples: learn it with Education AI
  2. 5Training, testing and overfitting: learn it with Education AI
  3. 6How language models predict words: learn it with Education AI
03AI in the real world3 lessons
  1. 7Strengths and limits: learn it with Education AI
  2. 8Bias and fairness: learn it with Education AI
  3. 9Using AI responsibly: learn it with Education AI

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