The Museu Picasso in Barcelona displays many of the artist’s early works, which showcase his classical painting style and technical genius. Similarly, in machine learning, it’s important to understand the foundational concepts before diving into the cutting edge technology. The author of the web content created a PDF aimed at a generalist audience to provide a conceptual understanding of the fundamental building blocks of machine learning and natural language processing, particularly related to recommendation systems. The goal is to provide a business and engineering context for embeddings and their implementation. The document is licensed under Creative Commons and feedback is encouraged.
https://vickiboykis.com/what_are_embeddings/