About this course

The main purpose of the 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.

Audience profile 

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.

At course completion

After completing this course, students will be able to:

• 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  

Certifications

This course prepares you for exam 70-773, and is a prerequisite for MCSA Machine Learning Certification.

Prerequisites

The course suits you who want to analyze large datasets in a big data environment, or if you are developers and want to integrate R analyzes into their solutions.

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