Deep Learning, Linear Algebra, ChatGPT, Mathematics, Machine Learning.
single vector (also with 10,000 components) containing, for every word in our vocabulary, the probability that a randomly selected nearby word is that vocabulary word. One-hot encoding is a method of converting categorical variables (here simply words) into several binary columns, where a 1