Degree:Master of Engineering
Master of Management and Informatics
Graduate Program in
Data Science
The program aims to understand phenomena through data, create knowledge and return it to society.
The program aims to foster highly skilled data science professionals by providing systematic and advanced special education in the field of data science to solve 21st-century issues.
Three Educational Policies
You can check the details of the Three Educational Policies in PDF.
Education and research of this program
Our target in education
Highly skilled data science professionals: Those capable of designing, implementing, and operating systems for collecting and analyzing data to achieve business transformation and new business models using data for the advancement of DX.
Skills to be developed
- The ability to extract valuable information from data by leveraging advanced knowledge in mathematics, statistics, and informatics, along with the latest machine learning and AI technologies, to identify and solve issues in a scientific and evidence-based manner.
- The ability to mathematically understand the essence of the analysis subject based on data science knowledge and skills, interdisciplinary thought, etc.
Future path
Data Scientist, Data Engineer, Quantitative Engineer, Programmer, Data Analyst, Researcher, Manufacturing Equipment Operator, Civil Servant, PhD Program, etc.
Program Specialized Course
You can check the details of the Program Specialized Course in PDF.
| Course name | Semester | Credits | ||
|---|---|---|---|---|
| Machine Learning | Semester | A | Credits | 1 |
| Foundations of Artificial Intelligence | Semester | B | Credits | 2 |
| Theory of Probability and Statistics | Semester | A | Credits | 2 |
| Statistical Analysis | Semester | A | Credits | 2 |
| Mathematical Modeling | Semester | B | Credits | 2 |
| Advanced Numerical Analysis | Semester | B | Credits | 2 |
| Applied Data Science in Practice | Semester | B | Credits | 2 |
| Human Informatics | Semester | B | Credits | 1 |
| Sound Informatics | Semester | A | Credits | 1 |
| Knowledge Informatics | Semester | B | Credits | 1 |
| Advanced Seminar in Data Science | Semester | F | Credits | 4 |
| Advanced Research for Thesis in Data Science | Semester | F | Credits | 6 |
※ Meaning list of the words in “Semester” fieldMeaning list of the words in “Semester” field
Faculty Member
ProfessorKAWAMOTO, Mitsuru
- Education specialty and research field
- Acoustic Data Science, Service Engineering
- Research interest
- Research on acoustic scene understanding and its service applications
- SDGs
-
ProfessorSATO, Mie
- Education specialty and research field
- Human interface and interaction-related
- Research interest
- Human Interaction Using VR/AR Technologies
- SDGs
-
ProfessorTAMURA, Suguru
- Education specialty and research field
- Knowledge Informatics, Innovation, Competitive Strategy, Data Management
- Research interest
- The Impact of knowledge informatics on competitive strategy
- SDGs
-
ProfessorHASEGAWA, Hiroshi
- Education specialty and research field
- KANSEI Engineering, Acousticopsychology
- Research interest
- Research on sensitivity information processing, acoustic signal processing, acoustic measurement, wave theory and its application
- SDGs
-
ProfessorHATANAKA, Shin-ichi
- Education specialty and research field
- Materials Informatics, Materials Process Engineering, Sonochemistry
- Research interest
- Research on the control of chemical reactions and non-contact manipulation using ultrasound, and on materials development utilizing experimental data and AI
- SDGs
-
Associate ProfessorKAWAZURA, Yohei
- Education specialty and research field
- Plasma Physics, Astrophysics, Computational Physics
- Research interest
- My research focuses on plasma physics in various astrophysical phenomena, including accretion disks and the solar wind, using theoretical analysis and numerical simulations.
- SDGs
-
Associate ProfessorSAKAMAKI, Yoshikazui
- Education specialty and research field
- Management Information
- Research interest
- A Study of Business Analytics
- SDGs
-
Associate ProfessorYOSHIDA, Sota
- Education specialty and research field
- Nuclear Physics, Quantum Computing
- Research interest
- Theoretical research in nuclear physics, research on quantum many-body systems using machine learning and quantum computers
- SDGs
-
Project Research AssociateKOBAYASHI, Tamao
- Education specialty and research field
- Theoretical Physics, Mathematical Foundations of Data Science
- Research interest
- Research on critical points of phase transitions in quantum and spin systems, Development of Renormalization Group techniques
- SDGs
-