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    20773A: Analyzing Big Data with Microsoft R

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    INFORMATION

    course-duration

    3 Day(s) Course

    courseware

    Official Courseware

    exam-voucher

    Exam Voucher

    certified-trainer

    Certified Trainer

    one-o-one

    1:1 Training Available on Demand

    customize-batch

    Customize Your Batch

    ABOUT

    THE COURSE

    The course enables the participants to use Microsoft R Server and utilize in Big data environments namely Hadoop, Spark cluster, or the SQL Server database.
     

    Course Objective:
     

    On completion of the course, you will be able to
     

    • Understand Microsoft R: Server and Client work
    • Use R Client with R Server
    • Use plots and graphs to visualize data
    • Create and evaluate regression models
    • Create, score, and deploy partitioning models
    • Use R in Hadoop and SQL Server environment


    Module 1: Microsoft R Server and R Client

    Lessons

    • Microsoft R Server
    • Use of Microsoft R Client
    • Scale R functions
       

    Module 2: Exploring Big Data

    Lessons

    • Scale R data sources
    • Reading and summarizing data in an XDF object
       

    Module 3: Visualizing Big Data

    • Visualize data with graphs and plots
    • Visualize big data
    • Visualize in-memory data
       

    Module 4: Processing Big Data

    • Transform big data
    • Manage data sets
       

    Module 5: Parallelizing Analysis Operations

    • Use of RxLocal Parallel
    • Use of revoPemaR package
       

    Module 6: Creating and Evaluating Regression Model

    • Big data clustering
    • Regression model generation
       

    Module 7: Creating and Evaluating Partitioning Models

    • Creation of Partitioning models
    • Testing of Partitioning models
       

    Module 8: Processing Big Data in SQL Server and Hadoop

    • Use of R in SQL Server
    • Hadoop Map or Reduce
    • Hadoop Spark

    Primary audience: Individuals interested to analyze large data sets
     

    • Secondary audience: Developers who have to integrate R analyses for solutions.

    The participants must have the following prior knowledge
     

    • Programming using R.
    • Common R packages.
    • Common statistical methods and data analysis best practices.
    • Microsoft Windows operating system knowledge and its core functionality.
    • Relational databases working knowledge.

    Name Code Fee
    Analyzing Big Data With Microsoft R 70-773 -

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