STARTS

Nov 28th 2016

Hands-on Text Mining and Analytics (Coursera)

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This course provides an unique opportunity for you to learn key components of text mining and analytics aided by the real world datasets and the text mining toolkit written in Java. Hands-on experience in core text mining techniques including text preprocessing, sentiment analysis, and topic modeling help learners be trained to be a competent data scientists.

Empowered by bringing lecture notes together with lab sessions based on the y-TextMiner toolkit developed for the class, learners will be able to develop interesting text mining applications.


Syllabus


WEEK 1

Course Logistics and the Text Mining Tool for the Course


WEEK 2

Text Preprocessing


WEEK 3

Text Analysis Techniques

Graded: Text Analysis Practice


WEEK 4

Term Weighting and Document Classification

Graded: Document Classification Practice


WEEK 5

Sentiment Analysis

Graded: Sentiment Analysis Practice


WEEK 6

Topic Modeling

Graded: Topic Modeling Practice