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

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.

✅ 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

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