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HUDK 4050: Core Methods in Educational Data Mining

Core Methods in Educational Data Mining is the introductory course for the MSc in Learning Analytics at Teachers College, Columbia University

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  1. syllabus syllabus Public

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    Syllabus for HUDK4050

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  2. lecture-slides lecture-slides Public

    Lecture slides for HUDK 4050

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  3. assignment1 assignment1 Public

    Installation & Account Setup

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  4. assignment6 assignment6 Public

    Decision Trees & Cross Validation

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  5. swirl swirl Public

    Swirl Courses for learning R

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  6. github-practice github-practice Public

    Practice using Git & Github

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    Principal Component Analysis

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    Practice using Git & Github

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    Installation & Account Setup

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    Decision Trees & Cross Validation

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    Swirl Courses for learning R

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    Data files for Hackathon 3

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