AI & ML foundations

Build one complete concept, then check your understanding with a small exercise.

• Model evaluation foundations: training, validation, testing and leakage

  Model performance depends on the question and the data split. A synthetic device example shows why a test exposed during development cannot represent a genuinely new situation.