Speaker Details

Nick Evers
Collibra

Nick is an AI Engineer at Collibra building classification and recommender systems to organize customer metadata assets.

With over a decade of software engineering experience, Java, Python and Linux is what he speaks. AI/ML and data science is what draws his attention.

Sisko - Man + Woman = ?

Word embeddings are a way to represent words in a numerical manner so they can be fed into machine learning models. In this presentation we will walk through some of the most common strategies, such as Bag of Words, Word2Vec, fastText, GloVe and Bert. Using the scripts of Star Trek Deep Space Nine, we will explore the differences between these techniques and how to use them in a production environment.


More