课程信息

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完成后获得证书
100% 在线
立即开始,按照自己的计划学习。
第 6 门课程(共 6 门)
可灵活调整截止日期
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完成时间大约为17 小时
英语(English)
字幕:英语(English), 韩语

您将获得的技能

Data Clustering AlgorithmsData AnalysisNatural Language ProcessingData Mining
可分享的证书
完成后获得证书
100% 在线
立即开始,按照自己的计划学习。
第 6 门课程(共 6 门)
可灵活调整截止日期
根据您的日程表重置截止日期。
完成时间大约为17 小时
英语(English)
字幕:英语(English), 韩语

提供方

伊利诺伊大学香槟分校 徽标

伊利诺伊大学香槟分校

立即开始攻读硕士学位

此 课程 隶属于 伊利诺伊大学香槟分校 提供的 100% 在线 Master in Computer Science。如果您被录取参加全部课程,您的课程将计入您的学位学习进程。

教学大纲 - 您将从这门课程中学到什么

1

1

完成时间为 2 小时

Orientation

完成时间为 2 小时
1 个视频 (总计 13 分钟), 6 个阅读材料
1 个视频
6 个阅读材料
Orientation Overview10分钟
Syllabus10分钟
About the Discussion Forums10分钟
Updating Your Profile10分钟
MeTA Installation and Overview10分钟
Data Set and Toolkit Acquisition10分钟
完成时间为 2 小时

Task 1 - Exploration of a Data Set

完成时间为 2 小时
2 个阅读材料
2 个阅读材料
Task 1 Overview10分钟
Task 1 Rubric10分钟
2

2

完成时间为 2 小时

Task 2 - Cuisine Clustering and Map Construction

完成时间为 2 小时
2 个阅读材料
2 个阅读材料
Task 2 Overview10分钟
Task 2 Rubric10分钟
3

3

完成时间为 2 小时

Task 3 - Dish Recognition

完成时间为 2 小时
2 个阅读材料
2 个阅读材料
Task 3 Overview10分钟
Task 3 Rubric10分钟
4

4

完成时间为 2 小时

Task 4 & 5 - Popular Dishes and Restaurant Recommendation

完成时间为 2 小时
2 个阅读材料
2 个阅读材料
Task 4 and 5 Overview10分钟
Task 4 and 5 Rubric10分钟

审阅

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关于 数据挖掘 专项课程

The Data Mining Specialization teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language text. Specific course topics include pattern discovery, clustering, text retrieval, text mining and analytics, and data visualization. The Capstone project task is to solve real-world data mining challenges using a restaurant review data set from Yelp. Courses 2 - 5 of this Specialization form the lecture component of courses in the online Master of Computer Science Degree in Data Science. You can apply to the degree program either before or after you begin the Specialization....
数据挖掘

常见问题

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