Advanced R Programming TrThis course is for data scientists and statisticians that already have basic R & C++ coding skills and R code and need advanced R coding skills. The purpose is to give a practical advanced R programming course to participants interested in applying the methods aining Course
DurationOverview
This course is for data scientists and statisticians that already have basic R & C++ coding skills and R code and need advanced R coding skills.
The purpose is to give a practical advanced R programming course to participants interested in applying the methods at work.
Sector specific examples are used to make the training relevant to the audience
Course Outline
R's environment
Object oriented programming in R
S3
S4
Reference classes
Performance profiling
Exception handling
Debugging R code
Creating R packages
Unit testing
C/C++ coding in R
SEXPRs
Calling dynamically loaded libraries from R
Writing and compiling C/C++ code from R
Improving R's performance with C++ linear algebra library
NobleProg is an international training and consultancy group, delivering high quality courses to every sector, covering: Cyber Security, Artificial Intelligence, IT, Management, Applied Statistics.
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Our trainers are hand picked and have been through rigorous checks and interviews, and all courses are evaluated by delegates ensuring continuous feedback and improvement.
Welcome to the fascinating and exciting world of R programming. R is an elegant programming language specifically designed for data science, analytics, and statistics. This ‘R for Beginners’ course takes you through the fundamental skills and techniques required to use R.
This Software Carpentry workshop will introduce novice programmers to the R software environment, a powerful, popular and free statistical and graphical programming language. R is commonly used in many scientific disciplines for statistical analysis and its array of third-party packages.
Businesses are accumulating data at an increasingly fast rate. This data is valuable if management can use it to support and drive more effective decision making.
R is quickly gaining popularity as a programming language of choice for statisticians, data scientists and researchers. It has an excellent ecosystem including the powerful RStudio development environment and the Shiny web application framework.
This course provides introductory knowledge of data analysis and visualisation using R. It is perfect for those who want to sharpen employability in areas such as data science, data analysis, and data visualisation.
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