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R High Performance Programming

You're reading from R High Performance Programming Overcome performance difficulties in R with a range of exciting techniques and solutions

Product type Paperback

Published in Jan 2015

Publisher

ISBN-13 9781783989263

Length 176 pages

Edition 1st Edition

Languages

R

Concepts

High Performance Programming

Authors (2):

Tjhi W Chandra

Aloysius Shao Qin Lim

View More author details

Table of Contents (12) Chapters

Preface

1. Understanding R's Performance – Why Are R Programs Sometimes Slow? FREE CHAPTER

2. Profiling – Measuring Code's Performance

3. Simple Tweaks to Make R Run Faster

4. Using Compiled Code for Greater Speed

5. Using GPUs to Run R Even Faster

6. Simple Tweaks to Use Less RAM

7. Processing Large Datasets with Limited RAM

8. Multiplying Performance with Parallel Computing

9. Offloading Data Processing to Database Systems

10. R and Big Data

Index

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Authors (2)

Aloysius Shao Qin Lim

Aloysius Shao Qin Lim

Aloysius Lim has a knack for translating complex data and models into easy-to-understand insights. As cofounder of About People, a data science and design consultancy, he loves solving problems and helping others to find practical solutions to business challenges using data. His breadth of experience—7 years in the government, education, and retail industries—equips him with unique perspectives to find creative solutions.

See other products by Aloysius Shao Qin Lim

Tjhi W Chandra

Tjhi W Chandra

See other products by Tjhi W Chandra

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