日本語

Course Code etc
Academic Year 2023
College Graduate School of Artificial Intelligence and Science
Course Code VR416
Theme・Subtitle
Class Format Online (all classes are online)
Campus Other
Semester Spring Semester
DayPeriod・Room Fri.6・4339
Credit 2
Course Number AIR5500
Language Japanese
Notes
Text Code VR416

【Course Objectives】

After completing this course, students should be able to:
-explain the concepts and terminology associated with complex network science
-understand and apply general complex network science methods for data analysis
-choose the appropriate data analysis method given particular phenomena and data
-understand the limitations of data analysis stemming from assumptions embedded in the method, the finite resolution of the data, the sampling bias of the data, and so on.

【Course Contents】

This course will provide students with the foundations of data science, based especially on complex network science techniques. Students will learn the concepts, techniques, and tools they need to analyze various types of real data.

※Please refer to Japanese Page for details including evaluations, textbooks and others.