Deep Learning

Deep Learning is a specialized branch of machine learning that uses artificial neural networks with many layers (hence “deep”) to progressively extract higher-level features from raw input. It has been responsible for most of the recent breakthroughs in AI.

Key characteristics:

• Requires large amounts of data and significant computational power
• Automatically discovers feature representations without manual engineering
• Excels at tasks like image recognition, natural language processing, and speech synthesis

Deep learning powers technologies like ChatGPT, DALL-E, self-driving cars, and voice assistants. Popular deep learning frameworks include PyTorch, TensorFlow, and JAX.