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Course Introduction
What processes did the world economy experience to become what it is today? This course examines the historical processes through which the world economy has gone since the Industrial Revolution. Key topics to be covered include industrialization, free trade and protectionism, imperialism, world wars, Great Depression, globalization and deglobalization.
This course examines the history and culture of Seoul(Hanseoung, Hanyang), the capital of the Joseon Dynasty, by dividing it into five districts: East, South, West, North, and Central. It reviews the current research achievements in the humanities and arts related to Hanyang and fosters the ability to uncover new materials through literature. By conducting on-site visits to artifacts and historic sites, the course aims to reconstruct the past image of Hanyang, explore the cultural origins of modern-day Seoul, and cultivate the humanistic knowledge necessary to design a better future. Through these field studies, students will rediscover the cultural legacy of Hanyang and its connection to contemporary Seoul. This lecture will be conducted as a team-teaching course.
This course introduces the neurobiological bases of high-level human cognition and behavior, with a particular focus on emotion. What are the neural bases for emotion? How does our brain allow our emotions influence complex decisions? These are a few examples of the important questions that we will examine.
This course addresses issues to consider, and approaches to use, in deciding: (a)the strategic direction of sport organizations, and (b)how such strategic directions can be most effectively implemented.
Through this course, a student learns basic knowledge of theatre directing and communication skills with actors and crew members.
A general survey of Korean history after liberation from Japanese imperialism in 1945, especially to the problems about movement of construction of nation state and establishment of R.O.K and development of Korean war, with considerable attention to political, socio-economical development after Korean war.
Course registration A survey of European and Asian economic history. Representative topics considered are the ancient economy, the medieval economy, the period of commercial capitalism, and the industrial revolution in Western Europe. The course extends coverage to the modern economic histories of Asian countries.
This is a survey course for the major characteristics of Chinese foreign policy. Recent debates on the rise of China and its implications will also be covered. This class observes history, structure, characters of modern Chinese foreign policy.
Mostly based on by Carl Sagan and by Yuval Harari, this course puts focus on class discussion and weekly writing home works. The meaning of human beings in immense universe, together with the interesting evolution of human history on this planet are discussed.
This course is designed for undergraduate-level students and provides knowledge on general neuroscience, while also discussing recent neuroscience research trends. In particular, it covers basic cellular neurobiology, the structure and function of the central nervous system, as well as systems neuroscience on topics such as brain oscillations, language, attention, and more.
Starting with studies on basic components of life, structure and function of genes and proteins, role of enzymes in metabolic processes and energy transfer. Students are expected to gain a good knowledge on the development, growth, reproduction and aging of living organisms. A special emphasis will be made on introducing modern concepts of biology as life science.
[Sungkyunkwan University ExCampus in LAW] Law and Moderation Q&A | Former Supreme Court Justice
[Sungkyunkwan University ExCampus in LAW] Climb One More Floor Q&A | Former Supreme Court Justice Il-Young Min
[Sungkyunkwan University ExCampus in LAW] The Light and Shadows of Our Legal Professionals Q&A | Former Supreme Court Justice Changsoo Yang
Not only have Western countries achieved economic development and stability, but they have also developed democracy and the rule of law, making them an ideal model for people around the world who are pondering the future of politics. However, Western countries also have a lot of political problems to solve. Whether it is to move towards a better society or to avoid losing the current democracy and social stability, politicians, intellectuals, and citizens in Western societies discuss and sometimes conflict over various issues. This course introduces these issues and the core ideas presented around them in an easy-to-understand manner.
16 Course(s)
인류의 문명을 바꾸고 있는 디지털 트랜스포메이션에 대한 이해와 신문명이 요구하는 인재가 되기 위해 필요한 기본적 자세에 대해 데이터를 기반으로 학습한다.
실제 인공지능과 데이터분석에서 자주 사용되는 몇 가지 기법에 적용된 고급 수학 이론을 이해하고 활용한다.
파이썬 기반의 오픈소스 머신러닝 라이브러리인 텐서플로우 (Tensorflow)와 케라스 (Keras)를 활용하여 인공지능과 데이터 분석에서 자주 사용되는 데이터 활용 기법 및 알고리즘을 구글 코랩 (Google Colab)환경에서 실습한다.
본 강좌를 통해 고등학생과 일반인들이 인공지능을 이해하는데 필요한 수학(입문)의 내용을 학습하고 코드를 활용하여 실습해본다.
본 강의는 목적은 다양한 고급기계학습 기법의 수학적 배경을 이해하고, 각 방법의 장점과 단점을 이해하여 주어진 상황에 적합한 기법을 선택하여 문제를 효율적이고 효과적으로 해결할 수 있다.
ExCampus extends the knowledge and experience of global scholarship as well as professors and alumni of our universities who are active in various fields of society. It is an expanded future education platform launched in 2020 with the aim of connecting universities and society, and it plays a role in connecting our university's vision to the world through more than 50 lectures with foreign subtitles such as English and Chinese.
수강신청 바로가기 스마트카에서 생성되는 다양한 정보가 생산되며 이를 기반으로 스마트카의 다양한 기능이 수행된다. 본 강좌에서는 스마트카에서 생성되는 정보를 지능적으로 처리하기 위한 다양한 기계학 기법을 학습한다. 기계학습의 기본 개념과 모델 평가 기법을 포함하여 다양한 분류 기법과 추천기법 등을 학습한다.
수강신청 바로가기 This lecture covers the introduction and overview of control systems for smart cars. Learners will learn about key technologies for smart cars or autonomous vehicles. This course introduces basic concepts and demand technologies of perception, decision and control required for autonomous driving control. Then, the longitudinal and lateral dynamics equations of a vehicle are derived, and the characteristics of the control system are analyzed using these equations. The standard and adaptive cruise controls, which are the typical longitudinal control systems, are studied, and control characteristics of the lateral steering control system are also discussed. At the end, this lecture will introduce virtual driving simulators and vehicle simulation technology that can verify the control system performances in virtual environments.
수강신청 바로가기 In Course 3 of the Machine Learning for Recommender Systems Specialization, offered by Sungkyunkwan Univ., you will: a) understand the data preprocessing of the raw data for recommender systems.b) apply the recommender systems (content based filtering and collaborative filtering).measure the performance of the methods for the recommender systems such as mAP, nDCG, and ED.understand the basic concepts of machine learning.c) understand a typical memory-based method, the K nearest neighbor method.
수강신청 바로가기 In this course, you will: a) understand the basic concepts of machine learning.b) understand a typical memory-based method, the K nearest neighbor method.c) understand linear regression.d) understand model analysis.Please make sure that you’re comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, and conditional probability.
수강신청 바로가기 In this course you will: a) understand the naïve Bayesian algorithm.b) understand the Support Vector Machine algorithm.c) understand the Decision Tree algorithm.d) understand the Clustering.Please make sure that you’re comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, and conditional probability.