Bootstrapping

Part of speech: noun, verb

Definitions

1. The process of self-starting with minimal resources is referred to in various contexts such as entrepreneurship, statistical methods, and software development
2. In business and statistics, the term describes the method of improving or enhancing a model or performance through iterative self-sufficiency and adaptation
3. The act of initiating a system or process without external assistance applies to fields like finance, machine learning, and start-up ventures

Etymology: The phrase "pull oneself up by one's bootstraps" is the real origin here, and it was originally a joke about something impossible. A bootstrap is the loop of leather sewn at the back of a boot, used to tug the boot on. Lifting yourself off the ground by pulling on those straps is physically absurd, so the expression came to stand for achieving something with no outside help. The verb "bootstrap" grew out of that phrase, meaning to pull yourself up without aid. The sense in which the word is used today, of starting a project or business with minimal outside resources, comes from that same idea of self-reliance. In computing, the term took on a further technical meaning: a computer "bootstraps" when a small starter program loads the rest of the operating system, which is where the "boot" in "reboot" and "booting" also comes from.

Synonyms: self-starting, self-sufficient, independent, initiation

Antonyms: dependence, reliance, subordination