Active Learning

Imagine teaching a dog tricks. Instead of showing the dog *all* the tricks, you start by showing the tricks the dog struggles with the most. Active learning is similar — the model is trained iteratively, and each round it focuses on labeling the data points where it's least confident, improving efficiency and accuracy.