Semantic column matching w/embeddings (Ran Dan / ) - PyData Tel-Aviv Dec 21

In the data age, we are swamped by various data sources with different naming conventions and query styles. In this talk we would go over a solution we developed for a client to match column names and schemas across various data sources. We would demonstrate how word2vec and dynamic programming assist us in semantic matching.