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 GE72701.
Lecture is conducted in English.
G-course. Online(Synchronous)
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