This course is designed for students to understand the outline of artificial intelligence development in business and artificial intelligence and data science in the financial industry to consider the possibility to utilize artificial intelligence and data science in the field.
The lecturers will explain broad pictures and recent trends of the topic in each class, as shown below.
This course aims to develop ability of each student to be more successful in the real world with the consideration of artificial intelligence and data science, and also through the opportunity for students to describe their own ideas.
artificial intelligence, data science, AI business, user experience, FinTech, financial industry, stock price forecasting
|Intercultural skills||Communication skills||✔ Specialist skills||Critical thinking skills||✔ Practical and/or problem-solving skills|
This course requires students to take an active role in their own learning. It is required to attend each class.
|Course schedule||Required learning|
|Class 1||Introduction, AI development in business||To understand the background and purpose of this course, and the basic concepts of AI business.|
|Class 2||AI development from planning through case studies||To understand the viewpoints necessary for AI development through a series of examples from planning to user use.|
|Class 3||User experience for AI development (1)||To diversify AI business ideas from the user's point of view and understand the perspectives necessary for AI development.|
|Class 4||User experience for AI development (2)||To converge the diversified ideas and understand the perspectives required for AI development.|
|Class 5||Introduction to AI and data science in the financial industry||To understand the background, purpose, and basic concepts of asset management.|
|Class 6||AI technology in the financial industry||To understand development examples for stock price forecasting.|
|Class 7||Data science technology in the financial industry||To understand development examples of combination optimization of investment targets.|
|Class 8||AI and data science utilization platform in the financial industry||To understand advanced technologies related to data utilization infrastructure.|
Materials will be provided on OCW-i in advance and projected in the class room
Based on quizzes evaluating students' understanding at the end of each class.
This lecture is supported by Nefrock Inc., and Nomura Holdings, Inc.