Data Science W266

Natural Language Processing with Deep Learning

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.

Prerequisites

W207. MIDS students only.

Course History

Fall 2018

Instructor(s): Daniel Cer
Instructor(s): James Kunz
Instructor(s): Sid J Reddy

Summer 2018

Instructor(s): Zachary Alexander
Instructor(s): Daniel Cer
Instructor(s): James Kunz
Instructor(s): Nithum Thain
Instructor(s): Zachary Alexander
Instructor(s): Sid Reddy

Spring 2018

Instructor(s): Ian Tenney
Instructor(s): Daniel Cer
Instructor(s): James Kunz
Instructor(s): Nithum Thain
Instructor(s): James Kunz

Fall 2017

Instructor(s): James Kunz

Last updated:

May 4, 2017