About the speaker
My name is Pasha, I’ve been programming for money for over 20 years. now I work as a techlead in the NameCheap Machine Learning dev team, along the way I teach people to program, work with databases, and help small teams grow. Machine learning fan.
Theme: Word embedding from word2vec to roberta via fasttext, bert and more. Or we make the search multilingual and like in Google.
What happens if you subtract the dog from the puppy and add the cat? But what if France was removed from Paris and England was added?
I want to tell you what word embedding is, why all this magic is needed, how you can work with many languages at once and how it works in production.
Language: Russian