Deep Learning (DL) is a specialized subfield of machine learning that uses artificial neural networks to process complex data like images, audio, and text. Deep learning models can automatically extract important features from raw data without needing manual feature selection. These models are especially powerful for tasks where traditional machine learning may struggle. Deep learning is widely used in image recognition, natural language processing, speech recognition, and autonomous systems.
Self-driving cars use deep learning to understand real-time camera images and detect pedestrians, traffic signs, and other vehicles. Another example is Netflix, which uses deep learning to analyze your viewing history and recommend movies or shows you might like.