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CPSC 340 Machine Learning and Data Mining

Models of algorithms for dimensionality reduction, nonlinear regression, classification, clustering and unsupervised learning; applications to computer graphics, computer games, bio-informatics, information retrieval, e-commerce, databases, computer vision and artificial intelligence.

This course is eligible for Credit/D/Fail grading. To determine whether you can take this course for Credit/D/Fail grading, visit the Credit/D/Fail website. You must register in the course before you can select the Credit/D/Fail grading option.

Credits: 3

Pre-reqs: One of MATH 152, MATH 221, MATH 223 and one of MATH 200, MATH 217, MATH 226, MATH 253, MATH 263 and one of STAT 200, STAT 203, STAT 241, STAT 251, COMM 291, ECON 325, ECON 327, PSYC 218, PSYC 278, PSYC 366, MATH 302, STAT 302, MATH 318, BIOL 300; and either (a) CPSC 221 or (b) all of CPSC 260, EECE 320 and one of CPSC 210, EECE 210, EECE 309.


Status Section Activity Term Interval Days Start Time End Time Comments
Blocked CPSC 340 101 Lecture 1 Mon Wed Fri 16:00 17:00

GRAD students:

If you wish to take introductory Machine Learning for graduate credit, you should register for 532M in term 1.

If you wish to take introductory Machine Learning for undergrad credit, you should register for 340 in term 2. (The CPSC 340 seats in term 1 are reserved for undergrads to ensure that undergrads have an opportunity to take the course as well).

  CPSC 340 T1A Tutorial 1 Tue 16:30 17:30
  CPSC 340 T1B Tutorial 1 Wed 9:00 10:00
Full CPSC 340 T1C Tutorial 1 Wed 10:00 11:00
  CPSC 340 T1D Tutorial 1 Mon 17:00 18:00
  CPSC 340 T1E Tutorial 1 Tue 15:30 16:30
  CPSC 340 T1Z Tutorial 1
  CPSC 340 103 Lecture 1 Mon Wed Fri 12:00 13:00

GRAD students:

If you wish to take introductory Machine Learning for graduate credit, you should register for 532M in term 1.

If you wish to take introductory Machine Learning for undergrad credit, you should register for 340 in term 2. (The CPSC 340 seats in term 1 are reserved for undergrads to ensure that undergrads have an opportunity to take the course as well).

Blocked CPSC 340 1W1 Waiting List 1 Mon Wed Fri 16:00 17:00
Blocked CPSC 340 1W3 Waiting List 1 Mon Wed Fri 12:00 13:00
Full CPSC 340 201 Lecture 2 Mon Wed Fri 13:00 14:00
Full CPSC 340 T2A Tutorial 2 Mon 16:00 17:00
Full CPSC 340 T2B Tutorial 2 Mon 15:00 16:00
  CPSC 340 T2C Tutorial 2 Tue 14:00 15:00
Full CPSC 340 T2D Tutorial 2 Wed 10:00 11:00
  CPSC 340 2W1 Waiting List 2 Mon Wed Fri 13:00 14:00