Module 2 - Lesson 5: Model cards and careers

In this lesson, learners will evaluate and explain their AI model using a model card, which documents the model’s purpose, test results, and limits. They will then explore the range of career opportunities available in AI and fields using AI applications, including roles at Google DeepMind and areas of personal interest.

Learning objectives

  • Apply the ‘evaluate’ and ‘explain’ stages to a real machine learning project
  • Identify information that would help evaluate a machine learning model
  • Explore the range of opportunities that exist in AI-related careers

Key vocabulary

Machine learning model, Model cards, Accuracy

Lesson structure

  • Activity 1: Predicting cyclones
  • Activity 2: Create your own model card
  • Activity 3: AI and careers
  • Optional: AI and careers

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