Hands-on Text Mining and Analytics

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Free Online Course: Hands-on Text Mining and Analytics provided by Coursera is a comprehensive online course, which lasts for 6 weeks long, 13 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from Coursera. Hands-on Text Mining and Analytics is taught by Min Song.

Overview
  • 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
    • Course Logistics and the Text Mining Tool for the Course
    • Text Preprocessing
    • Text Analysis Techniques
    • Term Weighting and Document Classification
    • Sentiment Analysis
    • Topic Modeling