The milling process is a machining operation where a rotating tool with multiple cutting edges moves sinuous paths to remove material from a workpiece, producing complex shapes with high precision. It encompasses various types, including peripheral and face milling, driven by advancements in computer-controlled machinery for improved accuracy and productivity.