R for Developers: Statistical Programming and Data Visualization Made Practical - Softcover

HAWTHORNE, CADEN

Softcover

ISBN 13: 9798289875525

Verlag: Independently published, 2025

Inhaltsangabe

Analyze, Visualize, and Communicate Data with the Power of R.

R for Developers is your hands-on guide to using R — the go-to language for statistical programming, data analysis, and stunning visualizations. Designed for developers, analysts, and data enthusiasts, this book turns theory into practice with real-world examples, modern tools, and clean coding approaches.

Learn to manipulate data, run statistical models, and craft impactful visualizations using R’s rich ecosystem — including tidyverse, ggplot2, and Shiny. Whether you're transitioning from another language or new to R, you'll quickly build confidence in applying R to real data projects.

📊 What You’ll Learn:

✅ R syntax and programming fundamentals
✅ Data manipulation with dplyr and tidyr
✅ Visual storytelling with ggplot2
✅ Importing and cleaning data from CSV, Excel, APIs, and SQL
✅ Exploratory data analysis and descriptive statistics
✅ Linear models, regressions, and statistical testing
✅ Building interactive dashboards with Shiny
✅ Automating reports with R Markdown
✅ Writing reusable functions and packages
✅ Real-world projects: business analysis, research, data journalism

Details zur Ausgabe

• Verlag: Independently published
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 13: 9798289875525
• Einband: Taschenbuch
• Anzahl der Seiten: 236
• Kontakt zum Hersteller: Printed by Amazon on behalf of the author; https://www.amazon.de/hz/contact-us; ; c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy; Luxembourg; L-1855; Luxemburg