Model Capacity
Domain: AI Fundamentals
🎯 Motivation
How complex a pattern the model can learn. More parameters usually means higher capacity.
📋 Concrete Example
A linear model has low capacity (straight lines only). A 100-layer network has very high capacity.
🔗 Analogy
Like a toolbox: a small kit can fix simple things, a big workshop can build complex machines.