Syllabus

SubjectDATA SCIENCE FOR SPORTS [DS2]

Class Information

Faculty/Graduate School
POLICY MANAGEMENT / ENVIRONMENT AND INFORMATION STUDIES
Course Registration Number
01196
Subject Sort
B3207
Title
DATA SCIENCE FOR SPORTS
Field
Fundamental Subjects - Subjects of Data Science - Data Science 2
Unit
2 Unit
Year/Semester
2024 Fall
K-Number
FPE-CO-03022-211-88
Year/Semester
2024 Fall
Day of Week・Period
Wed 1st
Lecturer Name
Koichi Kinoshita
Class Format
Face-to-face
Language
Japanese
Location
SFC
Class Style
*Please click here for more information on the correspondence between 'Class Style' and ’Active Learning Methods’.
Lecture, Seminar, Group Work
GIGA Certificate
Not applied

Detail

Course Summary

"Sports analytics" is becoming more and more important every year in the global sports industry. It's used for team strategies, scouting players, marketing, sports betting, and much more. The amount of sports data increases every year for instance, GPS, health information, customer data, and data by sports data providers. The aim of this course is learning basic statistics and machine learning using the R language with actual sports data.