To build a system which can demonstrate power of social media in building an unsupervised system which learns from post, microblogs, comments.
What it does
This system predicts a relationship like if King is to Queen than Man is to ?.
How I built it
I build it using data I collected from twitter and mined to mongo DB.
Challenges I ran into
Manage huge data.
Accomplishments that I'm proud of
Was able to build the prediction model. And it also started to give some good results.
What I learned
mongo, wor2vec tensorflow loading it with pre-trainned models.
What's next for Unsupervised Predictor
It can be put to many uses where we have lot of text available like pharmacovigilance