Natural Language Processing with Deep Learning

Data Science

3 units

Course Description

Understanding language is fundamental to human interaction. Our brains have evolved language-specific circuitry that helps us learn it very quickly; however, this also means that we have great difficulty explaining how exactly meaning arises from sounds and symbols. This course is a broad introduction to linguistic phenomena and our attempts to analyze them with machine learning. We will cover a wide range of concepts with a focus on practical applications such as information extraction, machine translation, sentiment analysis, and summarization.

Course Designer

Daniel Gillick
Former Assistant Adjunct Professor

Previously listed as DATASCI W266.


207. MIDS students only.

Requirements Satisfied

Applied Data Science Certificate — Elective
Last updated: October 6, 2022