Understanding the components of the word2vec model

In this section, we will get an understanding of the main three components of the word2vec model, which are given as follows:

• Input of word2vec
• Output of word2vec
• Construction components of the word2vec model

Input of the word2vec

First of all, we should be aware of our input for developing the word2vec model, because that is a fundamental thing, from which you can start building word2vec.

So, I want to state that we will use a raw text corpus as an input for developing the word2vec model.

In real-life applications, we use large corpora as input. For simplicity, we will use a fairly small corpus to understand the concepts in this chapter. In later parts of this chapter,...