AI & MLCoreAIML-GEN-006

Regularization: Lasso and Sparsity

L1 geometry selects: corners zero out weights where circles only shrink them.

Difficulty
2 / 5
Importance
5 / 5
Study time
1–2 h
Kind of work
Mixed

Why it matters

The learner can contrast L1 vs L2 geometry and predict which penalty zeroes weights.

The route to this topic

Route AIML-GEN-006