Embedding

Embedding is a way to convert complex data, like words or images, into a set of numbers that computers can understand and analyze. Think of it as creating a mathematical 'profile' for each item, capturing its meaning or features in a compact form. This helps machines recognize patterns, similarities, or relationships between different data points—such as understanding that "king" and "queen" are related words or that similar images share common features. Embeddings are essential in many artificial intelligence applications, making it possible for computers to process and interpret unstructured information efficiently.