STAT 8056 is also offered in Spring 2025
STAT 8056 is also offered in Spring 2024
STAT 8056 is also offered in Spring 2023
STAT 8056 is also offered in Spring 2022
Spring 2025 | STAT 8056 Section 001: Statistical Learning and Data Mining (53337)
- Instructor(s)
- Class Component:
- Lecture
- Credits:
- 3 Credits
- Grading Basis:
- Student Option No Audit
- Instructor Consent:
- No Special Consent Required
- Instruction Mode:
- In Person
- Meets With:
PUBH 8475 Section 001
- Times and Locations:
Regular Academic Session
Mon,
Wed 09:45AM - 11:00AM
UMTC, East Bank
- Enrollment Status:
Open (0 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/53337/1253
ClassInfo Links - Spring 2025 Statistics Classes