Spring 2020  |  STAT 8056 Section 001: Statistical Learning and Data Mining (55416)

Instructor(s)
Class Component:
Lecture
Credits:
3 Credits
Grading Basis:
Student Option No Audit
Instructor Consent:
No Special Consent Required
Instruction Mode:
In Person Term Based
Meets With:
PUBH 7475 Section 001
PUBH 8475 Section 001
Times and Locations:
Regular Academic Session
 
01/21/2020 - 05/04/2020
Mon, Wed 09:45AM - 11:00AM
UMTC, East Bank
Burton Hall 120
Enrollment Status:
Open (7 of 15 seats filled)
Also Offered:
Course Catalog Description:
Statistical techniques for extracting useful information from data. Linear discriminant analysis, tree-structured classifiers, feed-forward neural networks, support vector machines, other nonparametric methods, classifier ensembles (such as bagging/boosting), unsupervised learning. prereq: [[[6450, 6451, 6452] or STAT 5303 or equiv], [biostatistics or statistics PhD student]] or instr consent
Class Description:
Student may contact the instructor or department for information.
Textbooks:
https://bookstores.umn.edu/course-lookup/55416/1203

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