Technologies / Data & Analytics

Advanced programming techniques in R

The training focuses on advanced aspects of programming in R, with a special emphasis on code optimization and creating efficient solutions. The program covers metaprogramming, package development and integration with other technologies. Participants learn to implement advanced programming solutions through hands-on workshops. Classes are conducted in the form of intensive workshops with an emphasis on practical applications in a production environment.

Issues

Metaprogramming in R
Package creation
Unit testing
Code optimization
Object-oriented programming
Integration with C++
Memory management
Technical Documentation
Continuous Integration
Microservices
Containerization
APIs

Benefits

The participant will develop advanced programming skills to create professional solutions in R
Will gain the knowledge to effectively use meta-programming techniques in analytical projects
He/she will acquire competence in developing and maintaining high-quality R packages
He/she will learn methods for code optimization and performance management of analytical applications
Will be able to design and implement scalable analytical solutions
Will develop the ability to integrate R solutions into production infrastructure

Who is this training for?

Advanced R programmers

Developers of analytics packages and tools

Data Engineers

Analytics solution architects

Code optimization specialists

Analytical application developers

Data Science solution developers

Prerequisites

Advanced knowledge of programming in R
Experience in application development
Knowledge of good programming practices
Basic knowledge of C++ language

Training program

Object-oriented programming
Non-standard evaluation
Macros and code generation
Package creation
Package architecture

Technical Documentation
Continuous Integration
Performance optimization

Parallel calculations
Integration with C++
Memory management
System integration

Databases

Containerization

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For Advanced programming techniques in R we recommend: Advanced knowledge of programming in R; Experience in application development; Knowledge of good programming practices.

What is the format and duration of this training?

The training lasts 1 day and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Advanced R programmers; Developers of analytics packages and tools; Data Engineers.