Programming with Big Data in R Training Course

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Course Code

bigdatar

Duration Duration

21 hours (usually 3 days including breaks)

Course Outline Course Outline

Introduction to Programming Big Data with R (bpdR)

  • Setting up your environment to use pbdR
  • Scope and tools available in pbdR
  • Packages commonly used with Big Data alongside pbdR

Message Passing Interface (MPI)

  • Using pbdR MPI 5
  • Parallel processing
  • Point-to-point communication
  • Send Matrices
  • Summing Matrices
  • Collective communication
  • Summing Matrices with Reduce
  • Scatter / Gather
  • Other MPI communications

Distributed Matrices

  • Creating a distributed diagonal matrix
  • SVD of a distributed matrix
  • Building a distributed matrix in parallel

Statistics Applications

  • Monte Carlo Integration
  • Reading Datasets
  • Reading on all processes
  • Broadcasting from one process
  • Reading partitioned data
  • Distributed Regression
  • Distributed Bootstrap

Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From 6460EUR
(71)
Private Classroom Private Classroom
Participants are from one organisation only. No external participants are allowed. Usually customised to a specific group, course topics are agreed between the client and the trainer.
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From 5810EUR
Request quote

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Public Classroom Private Remote
1 6460EUR 5810EUR
2 3735EUR 3360EUR
3 2827EUR 2543EUR
4 2373EUR 2135EUR
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
Dublin St. Kevin'sMon, 2016-12-26 09:305810EUR / 6910EUR
Dublin SandyfordTue, 2016-12-27 09:305810EUR / 6985EUR
Москва, Moscow, Begovoy DistrictTue, 2016-12-27 09:305810EUR / 6460EUR
Dublin BallsbridgeWed, 2016-12-28 09:305810EUR / 6910EUR
Nicosia, Jacovides TowerMon, 2017-01-02 09:305810EUR / 7160EUR

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