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Data science: AI and machine learning

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Why this, why now

This unit introduces pupils to the emerging field of data science. They will explore what AI systems are and the different categories of AI. The concept of machine learning and how models are driven by data will be explored. They will also consider the ethical and wider implications of AI systems.

Prior knowledge requirements

  • Ardaydu waa inay yaqaanaan aasaaska maadada.
  • Ardaydu waa inay awoodaan inay raacaan tilmaamo fudud.
Unit 16 / 16

Data science: AI and machine learning

This unit introduces pupils to the emerging field of data science. They will explore what AI systems are and the different categories of AI. The concept of machine learning and how models are driven by data will be explored. They will also consider the ethical and wider implications of AI systems.

8 lessons
  1. Machine learning engines
  2. Data driven models
  3. Machine learning
  4. Predictive vs generative AI
  5. Introduction to AI
  6. Approaches to training machine learning models
  7. Social and ethical issues of AI systems
  8. Classification