Programming with Big Data in R Training Course

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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

Bookings, Prices and Enquiries

Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
From $6840
(301)
Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
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
The instructor and the participants are in two different physical locations and communicate via the Internet. More Information

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 $6840 $5290
2 $3895 $3070
3 $2913 $2330
4 $2423 $1960
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
Atlanta, GA - One HartsfieldTue, Sep 5 2017, 9:30 am$5290 / $7515
OH, Cleveland - Cleveland City CenterTue, Sep 5 2017, 9:30 am$5290 / $7570
VA, Stafford - Quantico CorporateTue, Sep 5 2017, 9:30 am$5290 / $7540
VA, Reston - Sunrise Valley Tue, Sep 5 2017, 9:30 am$5290 / $7600
MS, Flowood - Market StreetWed, Sep 6 2017, 9:30 am$5290 / $6840

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