Vector Embeddings: 101
The embeddings are created using the neural network models and help immensely in capturing the intricate correlations between the elements. Vector embedding can be performed on various entities – words, phrases, documents, audio, images, videos, user profiles etc. In a vector embedding of words, the words are converted to a numerical representation. For the sake…