Graduate education
Data Science Master Program
Competence Points
Students can acquire points for the three competencies required to complete the program by taking designated courses offered in each Degree Programs as well as newly established courses designed specifically for DSMP.
[DSMP Completion Requirements]
| Competence | RequiredPoints | |
|---|---|---|
| MDA Fundamental Skills | Fundamental knowledge and practical abilities in data science and AI required to become a Data Science Expert | 2 or more |
| MDA Interdisciplinary Skills | Ability to apply data science and AI knowledge and skills through exposure to advanced research and real-world challenges faced by leading domestic and international research institutions and companies | 2 or more |
| MDA Specialized Skills | Specialized knowledge and practical abilities related to data science and AI within the student's major field of each degree program | 6 or more |
Courses Related to DSMP
MDA Fundamental Skills + MDA Interdisciplinary Skills
| Course | Overview |
|---|---|
| Advanced Course in Data Science | This course provides a systematic introduction to fundamental and advanced methods for analyzing, interpreting, and predicting diverse types of data, with an emphasis on understanding the principles and characteristics of each technique. Through lectures and hands-on exercises using Python, students will develop practical skills for objective, data-driven evaluation and problem solving. |
MDA Interdisciplinary Skills
| Course | Overview |
|---|---|
| MDA InterdisciplinaryCollaborativeSeminar | Omnibus classes will be conducted by experts in the fields of mathematics, data science, and AI (MDA) from researchers, companies, and local governments in Japan and abroad, as well as featuring lectures on recent significant issues. The primary objective of these classes is to nurture problem-solving skills and foster innovation by leveraging MDA methodologies and integrating knowledge from other interdisciplinary fields. |
| MDA Special Exercise for Top-level Human Resource Training | - |
| Advanced Project Research | - |
| MetaverseEngineeringWorkshop | - |
| Metaverse Engineering Workshop | - |
MDA Practical Research Exercises