What is deep learning?

Deep learning is a machine learning method using artificial neural networks with multiple layers to learn complex patterns from vast amounts of data, mimicking brain function.

How does deep learning differ from traditional machine learning?

Deep learning automatically extracts features from raw data using deep neural networks, whereas traditional machine learning often relies on human-engineered features.

What are common applications of deep learning?

It's widely used in image and speech recognition, natural language processing, medical diagnosis, autonomous vehicles, and recommendation systems.

Why is 'deep' learning called 'deep'?

The term 'deep' refers to the multiple hidden layers within its neural networks, allowing for the hierarchical extraction of increasingly complex features from data.