In the previous segments we have obtained the word embeddings.Let us apply some vector operations on these vectors in this segment.
You saw the correlation between word vectors of countries and capitals. You saw that if word vectors are plotted in a scatter plot, the countries belonging to the sannme continent formed a cluster.
If you are given the following example.
India: Delhi
USA : _____?
We can predict that that it is Washington because we understand the relation b
etween these words. In the next video, let’s check if our word vectors can predict these analogies.
In this segment, you understood the usage of the Word2Vec function in the gensim library. We applied different vector operations to understand if the words vectors capture the meaning of the words.
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