{"product_id":"r-programming-with-ai-a-complete-beginners-guide-to-r-programming-data-science-machine-learning-and-ai-applications-9798196772931","title":"R Programming with AI: A Complete Beginner's Guide to R Programming, Data Science, Machine Learning, and AI Applications","description":"\u003cp\u003e • Author(s): Thomas Scott\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Languages - General\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMaster R programming and build real AI-powered data applications\u003c\/b\u003e - no prior coding experience required. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eR Programming with AI is the complete beginner-to-practitioner guide for anyone who wants to learn R and apply it across data science, machine learning, and modern AI workflows. Written for 2026, this premium edition takes you from your very first line of R code to deploying a fully functional, AI-powered analytics dashboard. \u003cp\u003e\u003c\/p\u003eAuthor Thomas Scott brings over a decade of hands-on experience to a book that is practical above all else. Every concept is grounded in real code, real data, and real applications - not toy examples. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWHAT YOU'LL LEARN: \u003c\/b\u003e\u003cbr\u003e- R fundamentals: variables, data types, vectors, lists, data frames, and control flow\u003cbr\u003e- Working with the tidyverse: data cleaning with dplyr and beautiful visualizations with ggplot2\u003cbr\u003e- Exploratory data analysis and statistical reasoning in R\u003cbr\u003e- Machine learning with caret and tidymodels: regression, classification, and feature engineering\u003cbr\u003e- Connecting R to AI APIs and working with large language models\u003cbr\u003e- Prompt engineering techniques for R-based AI workflows\u003cbr\u003e- Embeddings, semantic search, and Retrieval-Augmented Generation (RAG)\u003cbr\u003e- Building autonomous AI agents and automation workflows\u003cbr\u003e- Interactive dashboards with Shiny\u003cbr\u003e- Production deployment and best practices for real-world R applications\u003cbr\u003e- Full capstone project: a deployable AI-powered analytics dashboard \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWHY THIS BOOK: \u003c\/b\u003e\u003cbr\u003eR was built by people who understood data - how it is collected, how it gets messy, and how to reason about it honestly. With over 20,000 packages on CRAN, exceptional statistical depth, and ggplot2's publication-quality visualizations, R remains the gold standard for data science and research. This 2026 Premium Edition adds complete coverage of the AI tools data professionals are using right now: prompt engineering, RAG, embeddings, and agent orchestration. \u003cp\u003e\u003c\/p\u003eUsed by Google, Airbnb, the BBC, and thousands of research institutions worldwide, R is a career-defining skill - and this is the book that teaches it properly. \u003cp\u003e\u003c\/p\u003eIncludes comprehensive appendices covering R syntax, dplyr, ggplot2, tidymodels, AI and ellmer integration, essential packages, a full glossary, common errors and fixes, and RStudio keyboard shortcuts. \u003cp\u003e\u003c\/p\u003ePerfect for: aspiring data scientists, analysts, researchers, students, and professionals who want to move beyond spreadsheets and into the world of intelligent, data-driven applications.","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47892590264471,"sku":"9798196772931","price":1497.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798196772931.webp?v=1781187585","url":"https:\/\/atlanticbooks.com\/products\/r-programming-with-ai-a-complete-beginners-guide-to-r-programming-data-science-machine-learning-and-ai-applications-9798196772931","provider":"Atlantic Books","version":"1.0","type":"link"}