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, we will use a big corpus to develop some cool stuff by using word2vec model concepts.
Output of word2vec
This section is very important for your understanding because, after this point, whatever you understand will be just to achieve the output that you have set here. So, so far,...
