CONGRATULATIONS! Not only did you accomplish to finish our intellectual tour de force, but, by now, you also already have all required skills to execute a comprehensive multi-method workflow of computational social science. We will put these skills to work in this final integrative lab, where we are bringing it all together. We scrape data from a social media site (drawing on the skills obtained in the 1st course of this specialization). We then analyze the collected data by visualizing the resulting networks (building on the skills obtained in the 3rd course). We analyze some key aspects of it in depth, using machine learning powered natural language processing (putting to work the insights obtained during the 2nd course). Finally, we use a computer simulation model to explore possible generative mechanism and scrutinize aspects that we did not find in our empirical reality, but that help us to improve this aspect of society (drawing on the skills obtained during the 4th course of this specialization). The result is the first glimpse at a new way of doing social science in a digital age: computational social science. Congratulations! Having done all of this yourself, you can consider yourself a fledgling computational social scientist!
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课程信息
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第 5 门课程(共 5 门)
中级
完成时间大约为14 小时
英语(English)
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可分享的证书
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100% 在线
立即开始,按照自己的计划学习。
第 5 门课程(共 5 门)
中级
完成时间大约为14 小时
英语(English)
对员工进行热门技能培训能否为您的公司带来益处?
体验 Coursera 企业版提供方
授课大纲 - 您将从这门课程中学到什么
完成时间为 4 小时
Getting Started and Milestone 1
完成时间为 4 小时
3 个视频 (总计 52 分钟), 3 个阅读材料, 2 个测验
完成时间为 3 小时
Milestone 2: Social Network Analysis
完成时间为 3 小时
1 个视频 (总计 1 分钟), 2 个阅读材料, 1 个测验
完成时间为 3 小时
Milestone 3: Natural Language Processing
完成时间为 3 小时
3 个视频 (总计 26 分钟), 1 个阅读材料, 1 个测验
完成时间为 4 小时
Milestone 4: Agent-Based Computer Simulations
完成时间为 4 小时
6 个视频 (总计 39 分钟)
审阅
- 5 stars78.78%
- 4 stars12.12%
- 3 stars3.03%
- 2 stars3.03%
- 1 star3.03%
来自COMPUTATIONAL SOCIAL SCIENCE CAPSTONE PROJECT的热门评论
由 MC 提供Sep 21, 2020
What a great way of integrating all we learned throughout the specialization!
由 EE 提供Dec 9, 2021
This course brings all the previous four modules into a single project where you apply what you've learnt previously in order to solidify your understanding on what Computational Social Scientists do.
关于 计算社会科学 专项课程

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