AI & MLCoreAIML-CLS-010
The Perceptron
The first learning rule: mistake-driven updates that move a linear boundary until data are separated.
- Difficulty
- 2 / 5
- Importance
- 5 / 5
- Study time
- 1–2 h
- Kind of work
- Mixed
Why it matters
The learner can step perceptron updates on misclassified points and explain why non-separable data prevent convergence.