Analyzing Big Data with Microsoft R

Course Code:
MS20773

Duration:
3 days
9.00am to 5.00pm
Location:
80 Jurong East Street 21 #04-04
Devan Nair Institute
Singapore 609607
Course Fees:
S$1,800 (excl of G.S.T)
2019 Course Dates
13 – 15 Aug 2019
29 – 31 Oct 2019
23,26 – 27 Dec 2019
None of the published dates will work for you? Speak to our training consultants for a private tuition arrangement or a closed door training.
Do note that this course listed is a Microsoft Digital Class (DMOC Class). You are required to bring your own device.

Course Overview

The main purpose of the course is to give participants 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.

Course 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

Course Outline

Module 1: Microsoft R Server and R Client

Module 2: Exploring Big Data

Module 3: Visualizing Big Data

Module 4: Processing Big Data

Module 5: Parallelizing Analysis Operations

Module 6: Creating and Evaluating Regression Models

Module 7: Creating and Evaluating Partitioning Models

Module 8: Processing Big Data in SQL Server and Hadoop

Click Here for full course outline

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