Subject 1 · First subject free

Understanding AI and Intelligent Systems

Establish a shared vocabulary: what the AI system is, what output it produces, and when behavior comes from written rules or a learned model. It closes with a simplified lifecycle separating training, inference and monitoring.

Read the whole first subject without an account: its lessons, summary and review questions.

Subject lessons

  1. Lesson 1 What Is an AI System? Inputs, Outputs and Objectives 10 min read
  2. Lesson 2 Rule-Based Systems, Machine Learning and Generative AI 10 min read
  3. Lesson 3 Task Types: Classification, Regression, Recommendation and Generation 10 min read
  4. Lesson 4 AI System Lifecycle: From Problem Framing to Inference and Monitoring 10 min read
  5. Integrated subject summary Review questions

The remaining subjects unlock in sequence once you create a free account.