In this hands-on workshop, we will look at proven embeddings, such as the bag-of-words model. We will explore their applications and related considerations, especially with regard to building our own semantic search engine. In addition, we explore modern techniques that make it possible to develop embeddings. We apply what we learn in practice by continuously testing the developed embeddings in the context of semantic search and evaluating their effectiveness in retrieving relevant information.
All you need to bring is your own laptop. Participants will receive an email prior to the start of the course with instructions on the programs to be installed in advance. You can gain the necessary background knowledge for the workshop by watching this background talk.