Programming with Big Data in R Training Course

Course Code

bigdatar

Duration

21 hours (usually 3 days including breaks)

Overview

Big Data is a term that refers to solutions destined for storing and processing large data sets. Developed by Google initially, these Big Data solutions have evolved and inspired other similar projects, many of which are available as open-source. R is a popular programming language in the financial industry.

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

Testimonials

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Bookings, Prices and Enquiries

Guaranteed to run even with a single delegate!

Private Classroom

From £4350

Private Remote

From £3900 (107)

Public Classroom

Location Date Course Price [Remote/Classroom]
Glasgow2018-12-03 09:30:00£3900 / £4950
Newcastle2018-12-03 09:30:00£3900 / £4500
Leeds2018-12-03 09:30:00£3900 / £4950
Chimney House Sheffield2018-12-04 09:30:00£3900 / £4800
Southampton2018-12-05 09:30:00£3900 / £4650
London, Hatton Garden2018-12-05 09:30:00£3900 / £5025
Aberdeen - Berry Street2018-12-05 09:30:00£3900 / £4890
Plymouth Drake Circus2018-12-05 09:30:00£3900 / £4350
Portsmouth2018-12-10 09:30:00£3900 / £4350
Belfast City Centre2018-12-10 09:30:00£3900 / £5250
Bradford - Carlisle Business Centre2018-12-10 09:30:00£3900 / £4650
Oxford2018-12-10 09:30:00£3900 / £4725
Manchester, King Street2018-12-10 09:30:00£3900 / £4875
Reading TVP2018-12-11 09:30:00£3900 / £4695
Liverpool2018-12-12 09:30:00£3900 / £4950
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Course Discounts

CourseVenueCourse DateCourse Price [Remote / Classroom]
Android DevelopmentGlasgowMon, 2018-11-19 09:30£4356 / £5756
Selenium WebDriver in C#: Introduction to Web Testing Automation in C#Edinburgh Training and Conference VenueTue, 2018-11-20 09:30£2178 / £2578
F#: Introduction to Functional ProgrammingPortsmouthMon, 2018-11-26 09:30£2178 / £2478
Python: Automate the Boring StuffSwindonWed, 2018-11-28 09:30£2178 / £2528
JMeter Fundamentals and JMeter AdvancedEdinburgh Training and Conference VenueMon, 2018-12-03 09:30£2178 / £2578
HAProxy AdministrationLondon, Hatton GardenMon, 2018-12-03 09:30£2178 / £2928
From Data to Decision with Big Data and Predictive AnalyticsBirmingham Tue, 2018-12-11 09:30£3861 / £4836
Test Automation with SeleniumManchester, King StreetWed, 2018-12-12 09:30£3267 / £4242
Artificial Intelligence OverviewLondon, Hatton GardenThu, 2018-12-27 09:30£1287 / £1662
RPA: Implementing Robotic Process AutomationLondon, Hatton GardenTue, 2019-01-29 09:30£3861 / £4986

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