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You are here: Home ▶ Limited-Time Offers ▶ R High Performance Programming

R High Performance Programming

February 14, 2023

R High Performance Programming

Through this practical and varied guide R High Performance Programming, you will become equipped to solve a range of performance problems in R programming. You will learn how to profile and benchmark R programs, identify bottlenecks, assess and identify performance limitations from the CPU. (Limited-time offer)

Table of Contents

  • Understanding R’s Performance – Why Are R Programs Sometimes Slow?
  • Profiling – Measuring Code’s Performance
  • Simple Tweaks to Make R Run Faster
  • Using Compiled Code for Greater Speed
  • Using GPUs to Run R Even Faster
  • Simple Tweaks to Use Less RAM
  • Processing Large Datasets with Limited RAM
  • Multiplying Performance with Parallel Computing
  • Offloading Data Processing to Database Systems
  • R and Big Data

Download Free PDF / Read Online

Author(s): Aloysius Lim, William Tjhi
Publisher: Packt Publishing
Published: January 2015
Format(s): Online
File size: –
Number of pages: 176
Download / View Link(s): This offer has ended.
Free as of 02/14/2023

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