Lesson 6: Model cards and careers

Evaluate a project by creating a model card and learn about AI-related careers.

Learning objectives

  • Evaluate an ML model
  • Produce a model card to explain an ML model
  • Recognise the range of opportunities that exist in AI-related careers

Key vocabulary

AI project lifecycle, machine learning model, model cards, class, label, training, testing, accuracy, confidence score, confidence threshold

Lesson structure

  • Predicting future crime
  • Evaluation and explainability
  • Using a model card
  • Create your own model card
  • Careers in AI and machine learning
  • The use of AI applications in other fields

Lesson overview

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