[D] Need help on word vectorization for my usecase

I am going to start a job in NLP and they have given me a task to do and I need some advice on implementation part of it.

So my dataset has a various subjects and for each subject I have some text. First task was to find out top 100 most significant words from each subject text. I have done that. Now for each subject I have 100 words.

Now I want to vectorize this somehow so that it …

languagetechnology vectorization