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R
by Ulrich MatterFebruary 2025
Upgrade your analytics with AI—from generating code to optimizing your workflows!
Data Analysis with AI and R: Using OpenAI, Copilot, and aider shows you how to improve your R code and data analytics workflows using the power of Large Language Models (LLMs) and generative AI.
- Write better R code faster with AI
- Use AI to plan more complex R projects
- Systematically integrate feedback and tests generated by AI tools
- Integrate OpenAI’s GPT models into data analytics workflows
- Recognize and overcome the limitations of LLMs
It’s no secret that AI is changing the way we code, and R is no exception. Data Analysis with AI and R introduces powerful AI techniques that will improve your speed and accuracy writing R programs and help you create effective data analysis pipelines. You’ll start by using ChatGPT to write a ggplot2 data visualization script, and progress to writing LLM-supported R functions for everyday analytics tasks and creating an analytics pipeline with the help of Copilot and aider.
by Dr. Jonathan CarrollFebruary 2019
Beyond Spreadsheets with R shows you how to take raw data and transform it for use in computations, tables, graphs, and more.