Explore Semantic Relations in Corpora with Embedding Models

Recently I have talked to a handful of fellow students and scholars who had research interests which involved the analysis of free-form text. Unfortunately to everyone, gaining meaningful insight to written natural language is not a trivial task by any measures. Close reading is of course an option, but you would ideally prefer to look at textual data through a more macro-analytical/quantitative lens as well. Not to mention that in the age of big data close reading is rarely a …

ai analysis course embedding embedding models exploratory-data-analysis explore form free insight language machine learning natural natural language nlp of course reading relations research scholars semantic students text word embeddings