Statistics with R

Statistics with R is the practical application of statistical theory and methods using the R programming language, a powerful open-source environment designed specifically for statistical computing and graphics. This field moves beyond theoretical concepts to focus on hands-on data analysis, teaching you how to import, clean, manipulate, and visualize data sets. By leveraging R's extensive ecosystem of packages, you will learn to implement a wide range of statistical techniques, from descriptive statistics and hypothesis testing to complex regression modeling and machine learning, ultimately enabling you to conduct reproducible and robust data-driven research.