Text Mining and Analytics (The University of Illinois at Urbana-Champaign)

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Coursera - Text Mining and Analytics (The University of Illinois at Urbana-Champaign)
WEBRip | English | MP4 + PDF Guides | 960 x 540 | AVC ~50 kbps | 29.970 fps
AAC | 128 Kbps | 44.1 KHz | 2 channels | Subs: English (.srt) | 12:07:13 | 1014 MB
Genre: eLearning Video / Data Clustering Algorithms, Probabilistic Models, Sentiment Analysis

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.
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