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Text Mining and Analytics, University of Illinois at Urbana-Champaign

4.4
Оценки: 324
Рецензии: 89

Об этом курсе

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....

Лучшие рецензии

автор: 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.

автор: 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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Рецензии: 88

автор: Rahila T

Nov 15, 2018

Good

автор: Gourav AWASTHI

Oct 26, 2018

Excellent course.

автор: Luis Felipe Yepez Barrios

Sep 29, 2018

Great..Clear. Thanks

автор: Ian Wang

Aug 10, 2018

In-depth description on the algorithms.

Personally I suggest finish the quiz of the nth week after finishing all the video of (n+1)th week.

автор: Uday Aditya

Jul 30, 2018

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

автор: Ryan Larson

Jul 27, 2018

Lots of great topics are covered. Would like to see more hands on exercises.

автор: Scott Clegg

Jul 06, 2018

Presentation has a lot of room for improvement to present the information where other people can comprehend the topic.

автор: David Oliveira

Jul 01, 2018

Great course

автор: Paul Nel

Jun 08, 2018

I got the sense that this course needs to be updated. Some of the quizzes covered work that had not been treated up to that point and the programming assignment did not work with the most recent version of the MeTA toolkit. For a course of this stature I would have expected a lot more attention to such detail. It would also appear as though the owners of the course material are not present on the forums with students left to their own devices.This course as well as the Text Retrieval one does not compare well with the Machine Learning course from Stanford offered on Coursera when considering the above issues.Some work is required I believe

автор: David Chen

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.