Document Embedding¶

The goal of this section is to find representations (embeddings) of company descriptions in a n-dimensional space that is able to cluster similar companies together, and separate dissimilar companies.

We will implement the following techniques:

At the end of this section, you can find a summary of the results for each of the techniques that we have used.