Deep Learning

Definition

Deep learning allows models to learn from vast amounts of unstructured data through layered neural networks that automatically extract features at multiple levels of abstraction, achieving high accuracy in tasks such as image recognition or natural language understanding.

When Deep Learning is used

Image classification

Which positions need this?

Data Scientists

Problem

Difficulty in extracting features from raw data.

Example of how Deep Learning is used in AI

A company utilizes deep learning algorithms for autonomous vehicle navigation by processing visual inputs from cameras and sensors for real-time decision-making.