Capstone: Analyzing (Social) Network Data

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课程主页: https://www.coursera.org/archive/intermediate-programming-capstone

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课程简介

University of California, San Diego

课程大纲

Welcome to our capstone project! In the last four courses in this specialization you've learned many core data structures and algorithms, and applied them to three different real-world projects. In this capstone project you'll be doing a project very much like the projects from these other courses, only it will be almost entirely directed by you! In this first week you'll get warmed up by playing around with the data that will form the backbone of this project: social network data. Then you'll get back into writing code by implementing a couple of graph algorithms to answer questions about this data.

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课程详情

In this capstone project we’ll combine all of the skills from all four specialization courses to do something really fun: analyze social networks! The opportunities for learning are practically endless in a social network. Who are the “influential” members of the network? What are the sub-communities in the network? Who is connected to whom, and by how many links? These are just some of the questions you can explore in this project. We will provide you with a real-world data set and some infrastructure for getting started, as well as some warm up tasks and basic project requirements, but then it’ll be up to you where you want to take the project. If you’re running short on ideas, we’ll have several suggested directions that can help get your creativity and imagination going. Finally, to integrate the skills you acquired in course 4 (and to show off your project!) you will be asked to create a video showcase of your final product.

顶点:分析(社交)网络数据:在这个顶点项目中,我们将结合所有四门专业课程的所有技能来做一些真正有趣的事情:分析社交网络! 在社交网络中,学习的机会几乎是无限的。谁是网络的“有影响力”成员?网络中有哪些子社区?谁与谁建立联系,并通过多少链接?这些只是您可以在此项目中探索的一些问题。 我们将为您提供真实的数据集和一些入门基础设施,以及一些热身任务和基本的项目要求,但这取决于您要进行项目的地点。如果您缺少创意,我们将为您提供一些建议的指导,以帮助您发挥创造力和想象力。最后,为了整合您在课程4中获得的技能(并炫耀您的项目!),系统将要求您创建最终产品的视频展示。

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