Optimization
Domain: Math & Logic for AI
🎯 Motivation
Finding the best solution from many options. Training a model is an optimization problem.
📋 Concrete Example
Gradient descent optimizes weights to minimize the loss function.
🔗 Analogy
Like tuning a radio dial to find the clearest signal among many positions.