Text Mining and Analytics

This course is part of Data Mining Specialization

Instructor: ChengXiang Zhai

Skills you'll gain

  •   Text Mining
  •   Predictive Modeling
  •   Analytics
  •   Data Mining
  •   Natural Language Processing
  •   Unstructured Data
  •   Data Analysis
  •   Statistical Analysis
  •   Machine Learning Algorithms
  •   Unsupervised Learning
  •   Supervised Learning
  •   Regression Analysis
  •   Probability & Statistics

    • There are 7 modules in this course

    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.

    Week 1

    Week 2

    Week 3

    Week 4

    Week 5

    Week 6

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