Statistics and biometrics have emerged as crucial disciplines not only in agricultural sciences but also in various other fields. This significance is primarily attributed to three factors: Firstly, advancements in data measurement techniques have facilitated the collection of extensive and diverse biological and agronomic data that were previously unattainable. Secondly, the evolution of data science methodologies has enabled the integration and modeling of such collected data. Thirdly, the enhancement of computational capabilities has empowered the utilization of these methodologies. These advancements have rendered statistical and biometric methods indispensable for extracting insights from the vast and varied biological and agronomic datasets. Throughout this lecture series, a diverse array of biological and agronomic datasets will serve as illustrative examples to demonstrate various analytical methods. Delivered in a hands-on format, utilizing R, Python, and Matlab, the aim is to equip students with practical analysis skills. The initial portion of the course, spanning the first one-third, will focus primarily on techniques for summarizing, visualizing, and modeling relationships within multivariate datasets. In the subsequent one-third, students will delve into linear models, linear mixed models, local regression, and nonlinear models. Finally, in the last segment, students will explore image analysis, machine learning, and deep learning methods. While the course will cover a broad spectrum of methods, ranging from introductory to advanced levels, the emphasis will be on developing the capability to independently conduct analyses rather than on elaborating on the theoretical underpinnings of the methods.

　分子がどのような波長の光（電磁波）を吸収・放出し，そこからどのような情報が得られるのかを学ぶことが分子分光学の目標である。これを理解するために，分子のエネルギー準位構造と，分子と電磁波の相互作用について学ぶ。

広く産学官にわたってグローバルに活躍するために必要な「俯瞰力」を養成することを目指す。物質科学の各分野について最先端の知識を修得し、自分の専門分野と周辺分野がどのように関連するか、あるいはし得るか、について深く考察するために、第一線で活躍する講師の方々にその分野の最前線を概観していただく。さらに、それらの講義を通して異分野間のコミュニケーションを円滑に進めるための具体的方法論を学ぶ。 This survey course is designed to enable students to develop the broad perspective that is required of global leaders working in and across industry, academia, and government. Students will gain knowledge and insight on advancements in each field of materials science research, given by leading researchers working on the frontline in those fields. This will allow students to consider how peripheral fields are related to their own area of expertise, and to consider the potential for forging bridges between related fields in the future. In addition, students will learn specific methodologies designed to facilitate smooth communication among different disciplines.

4学期に開講された電磁気学の内容を受け、それをもとに物質中の電磁現象について学ぶ。第一の目標を静的な電場、磁場の下での物質の誘電性や磁性の理解とし、第二の目標を電磁波（動的な電磁場）下での物質の応答の理解とする。これらを通して日常的に体験できる電磁気現象や電子機器の仕組みなどを理解するための基礎を身につける。

オーストラリア国立大学(ANU)と進めている国際教育・研究の枠組みの中で行う授業。 全学の学生に開講する。”共生”をテーマにANUから学生が来日し合同でフィールドワークや実験、講義などを行うことにより、国際感覚も養いながら、科学についての理解を進める。/Joint course work with students at the Australian National University. If Covid-19 situation improve, we will host students from the Australian National University to study various topics including Geohazards, AI, Science communications, Philosophy and Science and others. Otherwise, online virtual joint course will be conducted. Theme of the course will be "Kyosei: Co-existence".

オーストラリア国立大学(ANU)と進めている国際教育・研究の枠組みの中で行う授業。 全学の学生に開講する。”共生”をテーマにANUから学生が来日し合同でフィールドワークや実験、講義などを行うことにより、国際感覚も養いながら、科学についての理解を進める。/Joint course work with students at the Australian National University. If Covid-19 situation improve, we will host students from the Australian National University to study various topics including Geohazards, AI, Science communications, Philosophy and Science and others. Otherwise, online virtual joint course will be conducted. Theme of the course will be "Kyosei: Co-existence".

This course examines the Western cosmopolitan tradition through Martha Nussbaum's critical study, The Cosmopolitan Tradition: A Noble but Flawed Ideal. We will trace the historical development of cosmopolitan thought from ancient Stoicism through Cicero, Grotius, and Adam Smith to contemporary debates about global justice and human rights. Nussbaum presents cosmopolitanism as both a valuable ethical framework centered on universal human dignity and a tradition requiring substantial revision to address problems of pluralism, national sovereignty, and material inequality. Students will engage critically with key tensions in cosmopolitan thought: between universal moral duties and respect for difference, between individual dignity and collective autonomy, and between abstract principles and practical implementation.

This course examines the Western cosmopolitan tradition through Martha Nussbaum's critical study, The Cosmopolitan Tradition: A Noble but Flawed Ideal. We will trace the historical development of cosmopolitan thought from ancient Stoicism through Cicero, Grotius, and Adam Smith to contemporary debates about global justice and human rights. Nussbaum presents cosmopolitanism as both a valuable ethical framework centered on universal human dignity and a tradition requiring substantial revision to address problems of pluralism, national sovereignty, and material inequality. Students will engage critically with key tensions in cosmopolitan thought: between universal moral duties and respect for difference, between individual dignity and collective autonomy, and between abstract principles and practical implementation.

宇宙開発、宇宙科学の分野においても、電気電子工学の役割は重要である。本講義では、宇宙航空研究開発機構所属の教員などから、実際の宇宙分野での電気電子工学の応用例を紹介し、学部講義で習っている電気電子工学の基礎知識が実社会でどのように役立っているかを実感することを目的とする。／ Electrical and electronic engineering is important for space development and space science. The lecture provides actual application of electrical and electronic engineering in space by researchers of JAXA (Japan Aerospace Exploration Agency) and the University of Tokyo. The purpose of the lecture is that students learn how fundamental class in the University is useful for real society.