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Course Jukebox

Course Detail

Degree
Bachelor
Standard Academic Year
3・4
Course delivery methods
Online (Asynchronous)
Subject
Computer Science, Mass communications & documentation
Program
School
School of Informatics
Department
College of Knowledge and Library Sciences
Campus
Tsukuba Campus
Classroom
Course Offering Year
2022-2023
Course Offering Month
October - December
Weekday and Period
Tue1,2
Capacity
Credits
2.0
Language
English
Course Number
GE72701

Machine Learning and Information Retrieval University of Tsukuba

Course Overview

Machine learning is playing a fundamental role in our daily life from the way we check emails right down to the way we search online. This course will introduce a number of representative machine learning methods, and show how to utilize them to solve the ranking problem in the field of information retrieval.

Learning Achievement

(1) Be able to perform classification and regression using both linear and non-linear models;
(2) Be able to perform learning to rank based on both linear and non-linear models;

Competence

Course prerequisites

Grading Philosophy

Report(3times)

Course schedule

Course type

Lectures

Online Course Requirement

Instructor

Yu Haitao

Other information

This course may not be available if there are too many participants. Identical to GC55301 and GE62401.
Lecture is conducted in English.
Online(Asynchronous)
情報メディア創成学類生はGC55301を、知識情報システム主専攻生はGE72701を、それ以外の学生はGE62401を履修すること。

Site for Inquiry

Please inquire about the courses at the address below.

Contact person: Haitao Yu

Email address: yuhaitao@slis.tsukuba.ac.jp


Link to the syllabus provided by the university