e-Learning

Data science case studies in various academic disciplines are covered in videos as OpenCourseWare.
University of Tsukuba OpenCourseWare Data Science Lectures

Introduction

• Human Interaction [Yoichi Ochiai]
• Clinical and Social Medicine and Data Science—From the Viewpoint of Health Service Research [Nanako Tamiya]
• Modern Soccer Ball Aerodynamic Properties [Sungchan Hong]
• Life Sciences and Data Science [Haruka Ozaki]
• Digital Humanities—A New World of Knowledge Derived From the Conjunction of Humanities and Information Science [Toshihito Waki]
• Ethical, Legal, and Social Issues in Artificial Intelligence [Kazuto Fukuchi]
• Instant Tsunami Height Prediction in a Data-driven Society [Yasuhiko Igarashi]
• Using Data to Excel at Soccer [Masao Nakayama]
• Data Science and the Social Sciences [Hisahiro Naito]
• Global Caesium-137 Database and Retrieval and Disclosure website of Environmental Radioactivity Data [Michio Aoyama]
• How can data be used in language education? [Shingo Nahatame]
• 「Data Science in the School of Arts and Design」 – Seeing the Unseen [Hiroyuki Yamada]
• Data of the Mind: A Behavioral Design Perspective [Soichiro Matsuda]
• What Plant Specimen Data Can Tell Us about Biological Evolution and Crisis [Kenta Tanaka]
• Data-based decision making in disability science [Ginga Sasaki]
• Data Science in Biological Science Research: An Example from Developmental Biology Research [Takeo Horie]
• Use of data science in the analysis of social networking applications [Muneo Kaigo]
• Robotic high-speed general-purpose object manipulation by combining AI and control [Sho Sakaino]
• Urban planning and data science [Sayaka Fujii]
• Data Science for Business [Yukihiko Okada]

Advanced Data Management and Application

• Big Data and IoT/CPS [Toshiyuki Amagasa]
• Artificial Intelligence and Machine Learning [Yukino Baba]

Advanced

• Introduction to Hypothesis Testing [Kenichi Koike]

Introduction

Advanced Data Management and Application

Advanced