Where It Fits

• Machine learning (ML): learn patterns from data.
• Representation learning: learn useful features automatically (instead of hand-crafting them).
• Deep learning (DL): representation learning with many layers of differentiable transformations.

DL shines when you have large datasets, high-dimensional inputs (images, audio, text), and the need for end-to-end learning.