Sessions at Strata 2012 about Statistics on Tuesday 28th February

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  • Introduction to R for Data Mining

    by Joseph B Rickert

    This tutorial will enable anyone with some programming experience to begin analyzing data with the R programming language

    Syllabus

    • Where did R come from?
    • What makes R different from other statistical software?
    • Data structures in R
    • Reading and writing data sets
    • Manipulating Data
    • Basic statistics in R
    • Exploratory Data Analysis
    • Multiple Regression
    • Logistic Regression
    • Data mining in R
    • Cluster analysis
    • Classification algorithms
    • Working with Big Data
    • Challenges
    • Extensions to R for big data
    • Where to go from here?
    • The R community
    • Resources for learning R
    • Getting help

    At 9:00am to 12:30pm, Tuesday 28th February

    In Ballroom G, Santa Clara Convention Center

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