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所在平台: Coursera专项课程 课程类别: 其他类别 大学或机构: CourseraNew |
课程主页: https://www.coursera.org/specializations/computational-social-science-ucdavis
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计算社会科学专业化课程汇总： 本课程旨在探索数字技术如何改变社会及其研究方式。硅谷的顶尖公司、强大的政府机构和有影响力的社会运动利用计算工具来理解和影响人类行为与社会动态。随着人类互动在数字平台上的增多，我们能够通过分析这些数字足迹，深入了解社会的运作及其复杂的社会网络。课程还利用机器学习和自然语言处理等工具，来揭示隐藏的模式，并通过计算机仿真探索理论上不存在但我们希望存在的未来场景。 该专业课程为希望利用现代研究工具深入了解社会与人类行为的学习者提供了多学科和多角度的指南。它是加州大学所有10个校区教授共同开设的第一个在线专业课程，具有独特的教学资源和广泛的应用前景。 课程包括以下几个部分： 1. **计算社会科学方法** - 由加州大学戴维斯分校提供，概述当前的机遇。 2. **大数据、人工智能与伦理** - 该课程提供大数据和AI的背景和实践经验。 3. **社会网络分析** - 旨在将社会网络的分析变成科学。 4. **计算机仿真** - 讨论如何在计算社会科学中利用仿真技术。 5. **计算社会科学顶点项目** - 学习者在完成全部课程后，进行实际的项目应用。 本课程为学习者打开了通往研究社会和人类行为的激动人心的新可能性。欲了解更多信息及报名，请访问[Coursera课程链接](https://www.coursera.org/learn/computational-social-science-methods)。
Course Link: https://www.coursera.org/learn/computational-social-science-methods
Name:Computational Social Science Methods
Description:Offered by University of California, Davis. This course gives you an overview of the current opportunities and the omnipresent reach of ... Enroll for free.
Course Link: https://www.coursera.org/learn/big-data-ai-ethics
Name:Big Data, Artificial Intelligence, and Ethics
Description:Offered by University of California, Davis. This course gives you context and first-hand experience with the two major catalyzers of the ... Enroll for free.
Course Link: https://www.coursera.org/learn/social-network-analysis
Name:Social Network Analysis
Description:Offered by University of California, Davis. This course is designed to quite literally ‘make a science’ out of something at the heart of ... Enroll for free.
Course Link: https://www.coursera.org/learn/computer-simulations
Name:Computer Simulations
Description:Offered by University of California, Davis. Big data and artificial intelligence get most of the press about computational social science, ... Enroll for free.
Course Link: https://www.coursera.org/learn/css-capstone
Name:Computational Social Science Capstone Project
Description:Offered by University of California, Davis. CONGRATULATIONS! Not only did you accomplish to finish our intellectual tour de force, but, by ... Enroll for free.
Digital technology has not only revolutionized society, but also the way we can study it. Currently, this is taken advantage of by the most valuable companies in Silicon Valley, the most powerful governmental agencies, and the most influential social movements. What they have in common is that they use computational tools to understand, and ultimately influence human behavior and social dynamics. An increasing part of human interaction leaves a massive digital footprint behind. Studying it allows us to gain unprecedented insights into what society is and how it works, including its intricate social networks that had long been obscure. Computational power allows us to detect hidden patterns through analytical tools like machine learning and to natural language processing. Finally, computer simulations enable us to explore hypothetical situations that may not even exist in reality, but that we would like to exist: a better world. This specialization serves as a multidisciplinary, multi-perspective, and multi-method guide on how to better understand society and human behavior with modern research tools. This specialization gives you easy access to some of the exciting new possibilities of how to study society and human behavior. It is the first online specialization collectively taught by Professors from all 10 University of California campuses.
计算社会科学专业化：数字技术不仅彻底改变了社会，而且改变了人们研究社会的方式。当前，硅谷最有价值的公司，最强大的政府机构以及最有影响力的社会运动都在利用这一优势。他们的共同点是他们使用计算工具来理解并最终影响人类行为和社会动态。 人类互动的增加部分留下了巨大的数字足迹。研究它可以使我们对社会是什么及其运作方式获得前所未有的见解，包括其长期以来一直晦涩难懂的复杂社会网络。计算能力使我们能够通过诸如机器学习和自然语言处理之类的分析工具来检测隐藏模式。最后，计算机仿真使我们能够探索甚至可能不存在但实际上我们希望存在的假设情况：一个更美好的世界。 本专业是如何利用现代研究工具更好地了解社会和人类行为的多学科，多角度和多方法的指南。通过该专业知识，您可以轻松访问一些如何研究社会和人类行为的令人兴奋的新可能性。这是加州大学所有10个校区的教授共同教授的第一个在线专业课程。