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R Programming in Data Science

High Velocity Data

High-velocity data—such as the information that springs from Twitter and IoT devices—comes barreling in at a speed beyond normal comprehension, demanding high-performance from both hardware and software. While it might not initially appear up to the challenge, the R programming language can be revved up to operate with high-velocity data. Written close to the metal by sitting directly on top of the C programming language, R provides a rich set of data structures and concepts. This course drills down into efficient R programming, providing practical strategies that can help you work your mojo on high-velocity data.Instructor Mark Niemann-Ross begins by sharing a framework for understanding the different types of high-velocity data. He then covers how to use R to acquire high-velocity data, as well as how to leverage profiling tools and optimize R code for use with high-velocity data. He wraps up by exploring how to use R to present data, including how to use Shiny—an R package that allows you to build web apps straight from R—for interactive dashboards.

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    Rating Not enough ratings
    Length 1h 21m
    Starts On Demand (Start anytime)
    Cost $29/month (Access to entire library- free trial available)
    From LinkedIn Learning
    Instructor Mark Niemann-Ross
    Download Videos Only via the LinkedIn Learning mobile app
    Language English
    Subjects IT & Networking Data Science
    Tags IT Big Data

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    LinkedIn Learning

    Rating Not enough ratings
    Length 1h 21m
    Starts On Demand (Start anytime)
    Cost $29/month (Access to entire library- free trial available)
    From LinkedIn Learning
    Instructor Mark Niemann-Ross
    Download Videos Only via the LinkedIn Learning mobile app
    Language English
    Subjects IT & Networking Data Science
    Tags IT Big Data

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