AI-Powered R
From Coding Competence to Automated Analytics.
This book is an innovative guide on integrating Large Language Models (LLMs), particularly those by OpenAI, into R programming workflows for advanced data analytics. The book aims to teach readers how to enhance their R coding skills and integrate AI tools into their R projects. It covers topics like using GitHub Copilot and OpenAI’s GPT models for R programming, planning and executing complex R projects with AI assistance, and understanding the limitations of LLMs in R coding.
Structured in four parts, the book starts with an introduction to LLMs and their relevance in coding, followed by practical guidance on using LLM tools in R. It then dives into how to speed up R workflows with self-made LLM-powered tools and concludes with a discussion on the caveats and limitations of current LLMs in R programming.
