RDD vs DataFrame vs Dataset in Apache Spark: Which One Should You Use and Why
Spark offers three main APIs—RDD, DataFrame, and Dataset—each with unique advantages: RDD provides low-level control, DataFrames optimize performance, and Datasets bring type safety.