What Is Deep Learning?
Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers (hence "deep") to learn representations of data at increasing levels of abstraction. It is the technology behind large language models, image recognition, speech synthesis, and most generative AI breakthroughs.
Deep learning differs from traditional ML because it can automatically discover the features needed for classification or prediction, rather than requiring humans to hand-engineer them. This makes it especially powerful for unstructured data like text, images, audio, and video.
Why Does Deep Learning Matter for Business?
Deep learning enables AI capabilities that were impossible a decade ago: natural conversation, document understanding, image analysis, and code generation. For businesses, this means AI systems that can handle nuanced, unstructured tasks — like analyzing legal contracts, generating marketing content, or understanding customer sentiment from support conversations.