Optimizing R Code with Rcpp
Use C++ to dramatically boost the performance of your R code.
Start Course for Free4 Hours15 Videos52 Exercises2,157 Learners
4350 XPCreate Your Free Account
or
By continuing you accept the Terms of Use and Privacy Policy. You also accept that you are aware that your data will be stored outside of the EU and that you are above the age of 16.Loved by learners at thousands of companies
Course Description
R is a great language for data science, but sometimes the code can be slow to run. Combining the comfort of R with the speed of a compiled language is a great way to reclaim the performance your code deserves. C++ is a modern, high performance language that is simple enough to learn in the context of accelerating R code. With the help of the Rcpp package, C++ integrates very neatly with R. You will learn how to create and manipulate typical R objects (vectors and lists), and write your own C++ functions to dramatically boost the performance of your R code.
- 2
Functions and Control Flow
Writing functions, controlling the flow with if and else, and learning to use the three kinds of loops in C++. - 4
Case Studies
Use random numbers and write algorithms for applied time series models.
Sumedh Panchadhar
Richie CottonPrerequisites
Introduction to Writing Functions in R
Team ThinkR
R Training
ThinkR provides specialized consulting, development and training in R software.
What do other learners have to say?
“I've used other sites—Coursera, Udacity, things like that—but DataCamp's been the one that I've stuck with.”
Devon Edwards Joseph
Lloyds Banking Group
“DataCamp is the top resource I recommend for learning data science.”
Louis Maiden
Harvard Business School
“DataCamp is by far my favorite website to learn from.”
Ronald Bowers
Decision Science Analytics, USAA
Join over 7 million learners and start Optimizing R Code with Rcpp today!
Create Your Free Account
or
By continuing you accept the Terms of Use and Privacy Policy. You also accept that you are aware that your data will be stored outside of the EU and that you are above the age of 16.