20773: Analyzing Big Data with Microsoft R

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Course Description

About the Course

The main purpose of this Analyzing Big Data with Microsoft R course is to give students the ability to use Microsoft R Server to create and run an analysis on a large dataset, and show how to utilize it in Big Data environments, such as a Hadoop or Spark cluster, or a SQL Server database.

 

This course is based on the objectives of the course version 20773A.

Objectives

  • Explain how Microsoft R Server and Microsoft R Client work
  • Use R Client with R Server to explore big data held in different data stores
  • Visualize data by using graphs and plots
  • Transform and clean big data sets
  • Implement options for splitting analysis jobs into parallel tasks
  • Build and evaluate regression models generated from big data
  • Create, score, and deploy partitioning models generated from big data
  • Use R in the SQL Server and Hadoop environments

Target Audience

  • The primary audience for this course is people who wish to analyze large datasets within a big data environment
  • The secondary audience are developers who need to integrate R analyses into their solutions

Prerequisites

  • Required: Basic knowledge of the Microsoft Windows operating system and its core functionality
  • Required: Knowledge of common statistical methods and data analysis best practices
  • Required: Programming experience using R, and familiarity with common R packages

Course Curriculum

Course # : 20773
Exam : Analyzing Big Data with Microsoft R

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