This section is very important, as we are going to discuss here the core algorithms that have been used in word2vec. By the end of this section, there won't be any secrets left in order for you to understand the concept of word2vec. Thus, this section is converting word2vec black box into word2vec white box. Here, I'm going to include the math part as well, so readers can understand the core concepts in a better manner. Don't worry if you don't know the math, because I will provide you with some resources that you may find really useful.
Understanding algorithmic techniques and the mathematics behind the word2vec model
Understanding the basic mathematics for the word2vec algorithm
To begin with, we need...
