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