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Big Data Analysis with Revolution R Enterprise

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8 Hours14 Videos49 Exercises25,080 Learners
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Course Description

Revolution R Enterprise allows R users to process, visualize, and model terabyte-class data sets at a fraction of the time of legacy products without requiring expensive or specialized hardware. Introductory course for accomplished R users to experience the functionality of Revolution R Enterprise.<br><br> We like feedback; <a href="http://www.surveymonkey.com/s/AcademyRDataCamp_1" target = "_blank">Let us know how you experienced this course!</a>

  1. 1

    Introduction

    Introduction to the RevoScaleR package that ships with Revolution R Enterprise. We discuss the challenges associated with dealing with Big Data and how the functions and algorithms in RevoScaleR address them.
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  2. 2

    Data Exploration

    Intro to the RevoScaleR functions used to explore large datasets. Learn how to use these functions to summarize, cross-tabulate, and visualize variables in large datasets.
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  3. 3

    Data Manipulation

    Get introduced to the RevoScaleR functions used to manipulate and transform large datasets. Perform simple and complex transformations, and experiment with these via interactive exercises.
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  4. 4

    Data Analysis

    Learn about the RevoScaleR functions used to analyze large datasets. Use these functions to perform analyses such as linear and logistic regression, k-means clustering, and decision tree estimation.
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