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University of California, Davis

Computational Social Science Capstone Project

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!

状态:Data Processing
状态:Unstructured Data
中级课程小时

精选评论

MC

5.0评论日期:Sep 21, 2020

What a great way of integrating all we learned throughout the specialization!

JG

5.0评论日期:Jan 10, 2022

G​reat course! Great specialization! Exceptionally good teaching and communication in the videos!

EE

5.0评论日期: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.

所有审阅

显示:13/13

Ben Bonset
3.0
评论日期:Nov 17, 2020
Naghma Qureshi
5.0
评论日期:Apr 20, 2020
Aritra Halder
5.0
评论日期:Jun 8, 2020
Andrew Ong
5.0
评论日期:Aug 7, 2020
Miguel Curiel
5.0
评论日期:Sep 22, 2020
Patricio Vera
5.0
评论日期:May 7, 2021
Hanchao Hou
4.0
评论日期:Jul 27, 2021
Milton Nogueira da Silva Junior
2.0
评论日期:Jul 8, 2022
Venetia Knuedler
5.0
评论日期:Jan 17, 2022
Mina Sumaadii
5.0
评论日期:Sep 13, 2021
CHIN WAH LOO
5.0
评论日期:Oct 3, 2021
Elham
5.0
评论日期:Dec 9, 2021
Joel Guttman
5.0
评论日期:Jan 11, 2022