Data Science, Machine Learning, NLP, Word Embeddings, AI.
10,000 words. Well, you could simply assign an integer index to each word: Our vocabulary of 10,000 words, with each word assigned an index. Given this word-to-integer mapping, we could then represent a word as a vector of numbers as follows: Each word will be represented as an n-dimensional