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學生對 伊利诺伊大学香槟分校 提供的 文本挖掘和分析 的評價和反饋

4.4
417 個評分
104 個審閱

課程概述

This course will cover the major techniques for mining and analyzing text data to discover interesting patterns, extract useful knowledge, and support decision making, with an emphasis on statistical approaches that can be generally applied to arbitrary text data in any natural language with no or minimum human effort. Detailed analysis of text data requires understanding of natural language text, which is known to be a difficult task for computers. However, a number of statistical approaches have been shown to work well for the "shallow" but robust analysis of text data for pattern finding and knowledge discovery. You will learn the basic concepts, principles, and major algorithms in text mining and their potential applications....

熱門審閱

JH

Feb 10, 2017

Excellent course, the pipeline they propose to help you understand text mining is quite helpful. It has an important introduction to the most key concepts and techniques for text mining and analytics.

DC

Mar 25, 2018

The content of Text Mining and Analytics is very comprehensive and deep. More practise about how formula works would be better. Quiz could be not tough to be completed after attending every lectures.

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51 - 文本挖掘和分析 的 75 個評論(共 103 個)

創建者 Kyle A

Aug 30, 2017

I have had a pleasure in taking this course, with the heavy focus on theory and applications of text mining. This course provides a comprehensive overview of text mining and analytics, which is incredibly useful for academic works and career alike.

創建者 黄莉婷

Dec 27, 2017

讲的很不错,受益匪浅。

創建者 Cheng-shuo Y

Dec 11, 2017

It is a great course!

創建者 SAYANTAN D

Feb 25, 2018

Womderful course material with lucid videos and interesting quiz patterns.

創建者 Zhao Q

Oct 22, 2016

Very comprehensive introduction to text mining. It serves well as a First Class to text mining and analytics!

創建者 Eduardo D S

May 28, 2017

Useful as introductory course on NLP. Recommended for anyone who wants to begin on this discipline.

創建者 Matt R C

Dec 06, 2017

Excellent course, have to really listen to the instructor but course information is excellent!

創建者 Uday A K

Jul 30, 2018

i have completed the course but didnt receive certificate and there is no option for id verification

創建者 Gourav A

Oct 26, 2018

Excellent course.

創建者 Luis F Y B

Sep 29, 2018

Great..Clear. Thanks

創建者 Ruben D S P

May 27, 2019

great clases about text mining, this is really important becuase many people required this type of data analysis all of the time

創建者 Mrinal G

May 20, 2019

Nice

創建者 shaoming.xu

Jun 04, 2019

Excellent courses. Prof Zhai provide a lot of insight in this course!

創建者 Amar J

Jul 15, 2019

This course teaches you the very nitty-gritty details of text mining. It has been an enriching experience for me in this course.

創建者 Nazar K

Jul 26, 2019

Initially it was very complex and seemed very theoretical but it all comes together amazingly at the very end.

創建者 Hai Q P

Aug 09, 2019

The course helps me delve deeper into my research. Very helpful for researchers in graduate schools!

創建者 MItrajyoti K

Oct 24, 2019

Very good

創建者 Amir Z

Sep 01, 2016

Good survey of techniques

創建者 fakhriabbas

Oct 02, 2016

the course is very helpful in giving the overall flavor of text mining and analytics. I would recommend to reduce the number of math work and focus on the conceptual level along with more application that could be used. For the math part, adding optional videos for more details about math will be very useful and helpful

創建者 Akarapat C

Feb 12, 2017

This is a very good course. I think it provides a very good foundation of text mining and analytics like PLSA and LDA. More advanced research discussed in the last lecture is also very interesting.

創建者 Kim C

Jul 23, 2017

Full of intuitions about text mining. Hope I can absorb all those ideas soon

創建者 Norvin C

Oct 10, 2017

Generally quite clear explanations

創建者 Arkadiusz R

Jul 09, 2017

Very good course with a lot of essential information about problems correlated with text understanding. It give me general look for text mining topic. Some lectures give only overall information about text analysis problem, but it still gives me an opportunity to learn about these listed topics to resolve relevant problems. I recommend this course anyone!

創建者 Shaima M S

Jul 27, 2016

Very detailed, but taught in an easily understandable manner.

創建者 Tanan K

Aug 12, 2017

Very complicated but useful for a deeper understanding of text mining