BeginR
Learn R programming fundamentals with GitHub Copilot for clinical SAS programmers transitioning to modern R workflows.
Why R + AI, and Why Now?
Clinical programming is rapidly evolving. R offers powerful data manipulation capabilities and transparency, while AI tools like GitHub Copilot accelerate learning and development. BeginR provides a structured path from SAS to R programming fundamentals.
R Programming Fundamentals
Learn core R programming concepts: data import, manipulation, and functions for clinical data analysis.
AI Pair Programming
Leverage GitHub Copilot to write, complete, and debug R code faster — from basic data manipulation to function creation.
SDTM & Quality Control
Introduction to SDTM domain creation with sdtm.oak package and quality control procedures using R for clinical programming workflows.
Your Learning Path
Follow this structured path to build your R programming expertise step by step.
RStudio Setup
Learn to install R and RStudio, configure your environment, navigate the interface, and get started with GitHub Copilot for coding assistance.
Data Manipulation Basics
Master data manipulation using dplyr, understand tibbles and R data types, and learn how R compares to SAS DATA step logic.
Joins and Summaries
Learn to combine datasets using join operations, create grouped summaries, and generate frequency tables for clinical trial data analysis.
Date & Text Handling
Master date conversions, study day calculations, and string manipulation techniques essential for clinical programming and CDISC standards.
Functions & Macro Translation
Learn to write reusable R functions for clinical tasks, understand scope and debugging, and translate SAS macros into efficient R code.
SDTM Programming with sdtm.oak
Build CDISC-compliant SDTM domains using the sdtm.oak package, from reading study metadata and specifications to final XPT file export.
Post-Processing, QC & Reporting
Quality control procedures, report generation, and GitHub Copilot best practices for clinical programming with SAS validation integration.
Ready to Transform Your Clinical Programming?
Join the transition to R programming with this comprehensive 7-module course.
Master data science workflows, GitHub Copilot integration, and clinical programming fundamentals with hands-on exercises!