CSC401H1

UTSG

Natural Language Computing

Introduction to techniques involving natural language processing and speech in applications such as information retrieval, speech recognition and synthesis, machine translation, summarization, and dialogue. N-grams, corpus analysis, neural methods, and information theory. Python and other software.

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Prereq: CSC207H1/ CSC209H1/ CSC207H5/ CSCB07H3/ CSC209H5/ CSCB09H3; STA237H1/ STA247H1/ STA255H1/ STA257H1/ STAB57H3/ STAB52H3 Prerequisite for Faculty of Applied Science and Engineering students: APS105H1/ APS106H1/ ESC180H1/ CSC180H1; ECE302H1/ STA286H1/ CHE223H1/ CME263H1/ MIE231H1/ MIE236H1/ MSE238H1/ ECE286H1Breadth: Physical & Mathematical UniversesExcl: NOTE: Students not enrolled in the Computer Science Major or Specialist program at A&S, UTM, or UTSC, or the Data Science Specialist at A&S, are limited to a maximum of 1.5 credits in 300-/400-level CSC/ECE courses.
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Course Info

DepartmentCSC
CampusUTSG (St. George)
Level400
Hours24L/12T
BreadthPhysical & Mathematical Universes
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Reviews (1)

From Reddit
Difficulty: 5/5Usefulness: 4/5

Gerald is extremely intelligent and knows what he's talking about. However, extremely hard-to-follow lectures where I was often so lost I didn't even know where to begin asking questions. The content itself really carried this course — learning about transformers and GMMs was fascinating.

3 weeks ago