Temporal and Hierarchical Data Analysis

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Free Online Course: Temporal and Hierarchical Data Analysis provided by Coursera is a comprehensive online course, which lasts for 5 weeks long, 2-5 hours a week. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from Coursera. Temporal and Hierarchical Data Analysis is taught by Ross Maciejewsk.

Overview
  • —Data repositories in which cases are related to subcases are identified as hierarchical. This course covers the representation schemes of hierarchies and algorithms that enable analysis of hierarchical data, as well as provides opportunities to apply several methods of analysis.

Syllabus
  • Getting Started

    Strings and Sequences

    W-Grams and Other Approaches

    Time Series

    Tree Maps and Hierachies