This course is designed for students to understand the outline of digital art, automobiles, machine translation, and online advertising 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, connected cars, autonomous driving, machine translation, online advertising
|✔ Specialist skills||Intercultural skills||Communication 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 to artificial intelligence and data utilization through examples||To understand the possibilities of artificial intelligence and data utilization on actual solution examples.|
|Class 2||Usage of artificial intelligence for digital art (1)||To understand the outline and mechanism of art works using artificial intelligence.|
|Class 3||Usage of artificial intelligence for digital art (2)||To understand the algorithm selection and design process assuming virtual works.|
|Class 4||Usage of artificial intelligence for digital art (3)||To understand techniques for creating interactions using deep learning.|
|Class 5||Technology development and prospects related to artificial intelligence / big data required for the automobile industry||To understand artificial intelligence / big data technology and future prospects necessary to achieve the needs of automobiles required by modern society.|
|Class 6||The future of connected cars and autonomous driving||To focus on connected and autonomous driving in automotive trends and understand the services that spread from the car which can connect with society and the technology required for autonomous driving.|
|Class 7||Usage of machine learning in machine translation||To understand the basics of natural language processing using deep learning and its application to machine translation.|
|Class 8||Applications of machine learning and data science in online advertising||To understand the use cases of machine learning and data science in online advertising.|
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 teamLab Inc., Toyota Motor Corporation, and Google Japan G.K.