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Introduction to the Center for Mathematical Modeling and Data Science

The Center for Mathematical Modeling and Data Science at the University of Osaka is dedicated to advancing research and education in mathematical modeling and data science. The center aims to foster collaboration between academia and industry, promoting innovation and excellence in these fields.

About MMDS

MMDS is committed to providing high-quality education and research opportunities in mathematical modeling and data science. The center's mission is to develop and apply mathematical and computational methods to solve complex problems in various fields, including finance, engineering, and social sciences.

MMDS Features

• Interdisciplinary Approach: MMDS adopts an interdisciplinary approach, combining mathematical modeling, data science, and computational methods to tackle complex problems.
• Collaboration: The center fosters collaboration between academics, industry professionals, and government agencies to promote knowledge sharing and innovation.
• Education: MMDS offers various educational programs, including undergraduate and graduate courses, as well as professional development opportunities for industry professionals.

Educational Programs

MMDS offers a range of educational programs designed to equip students with the knowledge and skills necessary to succeed in mathematical modeling and data science.

Financial and Insurance Department (DFI)

• DFI Education Program: The DFI education program provides students with a comprehensive understanding of financial and insurance mathematics, including risk management, asset pricing, and portfolio optimization.
• DFI Course Overview: Courses cover topics such as financial modeling, insurance mathematics, and data analysis in finance.
• DFI Graduation Requirements: Students must complete a set of required courses, including financial mathematics, probability theory, and statistical analysis.
• DFI Career Paths: Graduates can pursue careers in finance, insurance, and risk management.

Modeling Department (DMM)

• DMM Education Program: The DMM education program focuses on mathematical modeling, including differential equations, numerical analysis, and optimization techniques.
• DMM Course Overview: Courses cover topics such as mathematical modeling, computational methods, and data analysis.
• DMM Graduation Requirements: Students must complete a set of required courses, including mathematical modeling, numerical analysis, and statistical analysis.
• DMM Career Paths: Graduates can pursue careers in research and development, consulting, and industry.

Data Science Department (DDS)

• DDS Education Program: The DDS education program provides students with a comprehensive understanding of data science, including machine learning, data mining, and statistical analysis.
• DDS Course Overview: Courses cover topics such as data science, machine learning, and data analysis.
• DDS Graduation Requirements: Students must complete a set of required courses, including data science, machine learning, and statistical analysis.
• DDS Career Paths: Graduates can pursue careers in data science, machine learning, and business analytics.

2025 MMDS Advanced AI Human Resource Development Program

The 2025 MMDS Advanced AI Human Resource Development Program is a six-month program designed to develop high-level AI skills and practical abilities in social sciences. The program includes:

• Program Name: MMDS Advanced AI Human Resource Development Program
• Program Overview: The program combines online seminars, whole-body seminars, and continuous technical guidance to develop high-level AI skills and practical abilities.
• Program Period: August 1, 2025, to January 31, 2026 (six months)
• Total Lecture Hours: 72 hours (including e-Learning and public lectures)
• Target Audience: Social sciences professionals
• Capacity: 15 people
• Tuition Fees: 50,000 yen (plus tax) for general applicants, with discounts available for HRAM members

MMDS Activities

MMDS engages in various activities, including research, education, and industry collaboration. The center publishes research papers, hosts seminars and workshops, and participates in international conferences.

Volatility Index Japan

MMDS develops and maintains the Volatility Index Japan, a measure of stock market volatility.

JGB Volatility Index

The center also develops and maintains the JGB Volatility Index, a measure of Japanese government bond market volatility.

MMDS Publications

MMDS publishes research papers, books, and other materials on mathematical modeling and data science.

MMDS Seminars and Workshops

The center hosts seminars and workshops on various topics, including mathematical modeling, data science, and AI.

Conclusion

The Center for Mathematical Modeling and Data Science at the University of Osaka is a leading institution for research and education in mathematical modeling and data science. The center's programs, including the 2025 MMDS Advanced AI Human Resource Development Program, are designed to develop high-level skills and practical abilities in these fields. With its strong focus on collaboration, innovation, and excellence, MMDS is an ideal destination for students, researchers, and industry professionals seeking to advance their knowledge and careers in mathematical modeling and data science.