Spring 2022  |  STAT 8056 Section 001: Statistical Learning and Data Mining (55438)

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
Times and Locations:
Regular Academic Session
 
01/18/2022 - 05/02/2022
Mon, Wed 09:45AM - 11:00AM
UMTC, East Bank
Amundson Hall 240
Enrollment Status:
Closed (15 of 15 seats filled)
Also Offered:
Course Catalog Description:
STAT8056 covers a range of emerging topics in machine learning and data science, including high-dimensional analysis, recommender systems, undirected and directed graphical models, feed-forward networks, and unstructured data analysis. This course will introduce various statistical and computational techniques for prediction and inference. These techniques are directly applicable to many fields, such as business, engineering, and bioinformatics. This course requires the basic knowledge of machine learning and data mining (e.g., STAT8053).
Class Description:
Student may contact the instructor or department for information.
Textbooks:
https://bookstores.umn.edu/course-lookup/55438/1223

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