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EECS 183

Natural Language Processing

University of California, Berkeley 4 credits Electrical Engineering and Computer Sciences

Course Description

This course provides a hands-on introduction to language technologies, covering methods for processing speech and text. This includes: statistical models, early neural models, and transformer-based LLMs; model architectures, training, evaluation, and social impacts; core tasks and methods like machine translation, parsing, and prompting; analysis and representation of speech and speech recognition models. Weekly assignments provide practical experience in building systems and understanding their strengths and limitations.

Code
EECS 183
Credits
4
Subject
Electrical Engineering and Computer Sciences

Programs That Include This Course

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