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Deep Learning(DL)

Definition

A subset of machine learning that uses multi-layered neural networks to learn complex patterns from large amounts of data.

In-Depth Explanation

Deep learning models contain multiple layers (hence "deep") that progressively extract higher-level features from raw input. This architecture enables automatic feature learning without manual feature engineering. Deep learning powers breakthroughs in computer vision, speech recognition, and natural language processing.

Real-World Example

Self-driving cars use deep learning to recognize pedestrians, traffic signs, and other vehicles.

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