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[COURSE] Add CMU 17-803: Empirical methods #552
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# CMU 17-803: Empirical Methods | ||
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## 课程简介 | ||
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- 所属大学:CMU | ||
- 先修要求:无 | ||
- 编程语言:不限 | ||
- 课程难度:🌟🌟🌟 | ||
- 预计学时:100 小时 | ||
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<!-- 用一两段话介绍这门课程,内容包括但不限于: | ||
(1)课程覆盖的知识点范围 | ||
(2)与同类课程相比它的优势与特点 | ||
(3)学习这门课程的体验与感受 | ||
(4)自学这门课的注意点(踩过的坑、难度预警等等) | ||
(5)... ... | ||
--> | ||
这门课专注于一个相对“陌生”的领域——包括但不限于软件工程领域的实证研究,由 [Bogdan Vasilescu](https://bvasiles.github.io/) 讲授,他在实证研究和开源软件研究方面非常深入。 | ||
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这门课是 CMU 为从事该方向研究的博士生开设的,涵盖一系列定性与定量研究方法,如访谈、定性编码、调查设计以及多种数据统计分析方法,帮助学生了解、学习与从事实证研究。课程还会介绍挖掘和整合 GitHub 和 Stack Overflow 等软件存储库中的数据,并运用统计建模、社交网络分析等数据分析技术。 | ||
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尽管计算机领域在传统上更注重工程技术,但对于工具、技术的设计、评估以及其可能的社会价值来说,实证研究是必需的。例如评估新算法或新技术框架,对某个领域进行相关数据分析,去了解从业者可能面临的挑战。这门课可以扩展和补充专注于技术领域视角。对于想要从事涉及软件工程领域实证研究的科研方向的朋友,这门课可能是一个很好的入门课程。 | ||
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## 课程资源 | ||
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- 课程网站:[Fall 2022](https://bvasiles.github.io/empirical-methods/), [Spring 2021](https://bvasiles.github.io/empirical-methods/spring-2021/), [Fall 2018](https://bvasiles.github.io/empirical-methods/fall-2018/) | ||
- 课程视频:Youtube 具有 Fall 2022的全部[公开视频](https://www.youtube.com/watch?v=IDtePCle3Qc) | ||
- 课程教材:未公开,每节课前会有阅读材料 | ||
- 课程作业:未公开 | ||
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## 资源汇总 | ||
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在学习这门课中用到的所有资源都请详见 [GitHub网站](https://github.com/bvasiles/empirical-methods) | ||
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@bvasiles 在学习这门课中用到的所有资源都汇总在 bvasiles/empirical-methods - GitHub