132nd UTokyo Open Lecture, Spring 2021 “Data”
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Content List
データ総論
Data Driven: Overview of data-driven science, data-driven industry, and data-driven society［JP］
Society 5.0 can be described as a “Data-Driven Society”. Today, the data-driven nature of academia is also making significant progress. Additionally, industries are also beginning to actively use a wide variety of data. In this lecture, an overview of these trends will be introduced.NOTE: - This lecture was conducted only in Japanese. ★Your sharing on SNS may inspire others.
Mathematics of false discovery [JP]
Since data are usually subject to noise, we need to examine whether information obtained from the data is accidental or not. In this lecture, we introduce statistical hypothesis testing, a framework to accomplish this purpose, along with problems arising when the data become large. NOTE: - This lecture was conducted only in Japanese. ★Your sharing on SNS may inspire others.
データと科学
The Science of Materials and Inverse Problem [JP]
Advances in computer simulation technology have enabled us to obtain detailed and enormous numerical results. How can we infer the internal structure of materials from a large amount of output data? We will consider the "inverse problem," a longstanding challenge in materials science. NOTE: - This lecture was conducted only in Japanese. ★Your sharing on SNS may inspire others.
Data-driven systems pharmacology will lead to new developments in medicine and drug discovery [JP]
Various data have been accumulated through the development and use of pharmaceuticals. Integrated analysis of these data is expected to enable the creation of new medical treatments and drugs. In this lecture, some examples will be introduced and the future will be discussed. NOTE: - This lecture was conducted only in Japanese. ★Your sharing on SNS may inspire others.
The Latest Earth as Deciphered from Satellite Data [JP]
In order to solve global problems, it is essential for us to understand the current state of the Earth by means of satellites. Currently, satellite data is becoming increasingly large scale, and in this lecture, specific examples of intelligent information processing that automatically recognizes conditions and changes on the earth's surface will be introduced. NOTE: - This lecture was condu…
Data and Human Society
Data Collection and Management Surrounding Research of Japanese History [JP]
Historical materials including old documents contain a variety of data such as names of people, places, and events, as well as the nature of the materials themselves. In this lecture, I will discuss how to manage historical data using information technology and its practical application. NOTE: - This lecture was conducted only in Japanese. ★Your sharing on SNS may inspire others.
Japanese Society Revealed by Open Data [JP]
UTokyo Open Lecture series aims to directly communicate outcomes of our academic research to a larger audience.The theme of the 132th lecture is Data. This lecture focuses on social disparity and makes full use of open data to depict how Japanese society has changed over the last half century. NOTE: - This lecture was conducted only in Japanese.
Measuring Economic History [JP]
UTokyo Open Lecture series aims to directly communicate outcomes of our academic research to a larger audience.The theme of the 132th lecture is Data. In the field of economic history, whose object is the history of economics, quantitative data are more used in research than in other fields. The lecture explains how to quantify and analyze objects in economic historical research based on the …
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