Part 2/9:
At its core, deep learning addresses complex perceptual tasks that are inherently challenging for traditional machine learning techniques. These tasks include object recognition, speech recognition, and more. The challenge arises from 'nuisance variation' — the myriad of factors that can obscure the intended targets, such as angles, lighting changes, and variations in sound pitch.