This workshop is Part 3 of a 3-part series. (Part 1, Introduction to Machine Learning with Scikit Learn, was offered in the Fall. Part 2, Intro to Deep Learning, was offered in the Winter.)

Introduction to Natural Language Processing and Language Models will cover three main areas: classical natural language processing (word context and semantics, entity recognition, sentiment analysis), vector representations ("embeddings"), and language models (neural networks, "attention", the transformer architecture).

No advanced math is required, but some basic knowledge of machine learning and Python programming is assumed.

This event is open to all members of the Caltech community.

For more information, email library@caltech.edu