Module 2 - Lesson 2: Creating AI projects

By the end of this lesson, learners will be able to describe the stages of an AI project lifecycle — from ideation to deployment of a model. They will see how these stages are used in real AI-based research projects that help people all over the world.

Learning objectives

  • Describe the stages of the AI project lifecycle
  • Use a model card to evaluate a machine learning model

Key vocabulary

Data cleaning, Evaluation, Model card

Lesson structure

  • Activity 1: Predictive or generative AI?
  • Activity 2: How do AI applications get made?
  • Activity 3: Model cards
  • Activity 4: Model cards for real AI applications
  • Optional: AI Quests

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