Essential R Machine Learning Packages: Your Hands-On Guide

Essential R Machine Learning Packages: Your Hands-On Guide

Key points Machine learning is a branch of artificial intelligence that uses algorithms and data to learn from experience and make predictions. R is a popular data analysis, statistics, and visualization programming language. R has many packages that can help you perform machine learning tasks, such as data manipulation, exploratory data analysis, model building, evaluation, and deployment. Machine learning packages in R are collections of functions and tools that can help you perform machine learning tasks in R. They can simplify your code, save time, and improve your results. Some common features of machine learning packages in R are data preprocessing, model training, model evaluation, and model deployment. They can provide ready-made functions and algorithms, offer a consistent and user-friendly interface, integrate well with other R packages and tools, support various data formats and sources, optimize code performance and memory usage, validate results, and avoid common errors and p…