Programming with Big Data in R Training Course

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Course Language

This course is delivered in English.

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

Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From $8200
(106)
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.
From $8200
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Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From $5500
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SelfStudy SelfStudy
Self-study courses allow you to learn at your own pace on your own time. There is no live instructor involved. The participants use recorded video, quizzes and reading at their own convenience.
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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 Classroom Private Remote
1 $8200 $8200 $5500
2 $4550 $4475 $3125
3 $3333 $3233 $2333
4 $2725 $2613 $1938
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Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
NL, St. John's WestTue, Jul 19 2016, 9:30 am$5500 / $9250
ON, Mississauga - Robert Speck 2Wed, Jul 20 2016, 9:30 am$5500 / $8560
ON, London - London City CentreWed, Jul 20 2016, 9:30 am$5500 / $8290
ON, Oakville - Glen AbbeyWed, Jul 20 2016, 9:30 am$5500 / $8290
AB, Calgary - Sun LifeTue, Jul 26 2016, 9:30 am$5500 / $8800

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