20773: Analyzing Big Data with Microsoft R|

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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.

Course Curriculum

Course # : 20773

Analyzing Big Data with Microsoft R

Exam : Analyzing Big Data with Microsoft R

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20773: Analyzing Big Data with Microsoft R

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

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