#concept | #latent-space > Latent space is a **compressed, lower-dimensional space into which high-dimensional data transforms**. It is an abstract multi-dimensional space that encodes a meaningful internal representation of externally observed events. Samples that are similar in the external world are positioned close to each other in the latent space.