Definition

A subset of machine learning that uses neural networks with many layers - often called deep neural networks - to model and process complex patterns in large datasets. It is particularly effective for tasks like computer vision, natural language processing, and audio recognition.

Example

Deep learning allows voice assistants like Siri or Alexa to understand spoken commands with high accuracy.

How It’s Used in AI

Deep learning powers some of the most advanced AI applications today, including self-driving cars, medical image analysis, and generative tools like ChatGPT. The multiple layers enable systems to learn data representations at various levels of abstraction, improving performance on tasks that require deep context understanding.

Pro Tip

While deep learning delivers powerful results, it often requires massive amounts of data and GPU processing power - making it ideal for companies with big datasets.