Graduate School of Science and Engineering

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HUI500X3(人間情報学 / Human informatics 500)
Learning Algorithm

Yasuhiro FUJIWARA

Class code etc
Faculty/Graduate school Graduate School of Science and Engineering
Attached documents
Year 2022
Class code YB024
Previous Class code
Previous Class title
Term 春学期授業/Spring
Day/Period 水4/Wed.4
Class Type
Campus 小金井
Classroom name 各学部・研究科等の時間割等で確認
Grade
Credit(s) 2
Notes
Class taught by instructors with practical experience
Category 応用情報工学専攻

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Outline (in English)

As the result of recent advances in Internet and database technology, we can exploit various kinds of data. This course introduces learning algorithms used in machine learning and data mining to students taking this course. The goals of this course are to learn fundamental learning algorithms such as regression, decision tree, SVM, clustering, graph analysis, and deep learning. Students will be expected to have read textbooks on statistics and algebra before each class meeting. Your study time will be more than four hours for a class. Your overall grade in the class will be decided based on the following:
Report : 100%

Default language used in class

日本語 / Japanese