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Definition

Algorithm

An Algorithm is a step-by-step procedure or set of mathematical rules designed to solve a specific problem or perform a calculation. In AI, algorithms determine how a model processes inputs and updates its parameters during learning.

Frequently Asked Questions

What is the difference between an algorithm and a model?

An algorithm is the mathematical formula or set of steps. A model is the specific program generated after the algorithm is trained on actual data.

What is a search algorithm in AI?

An algorithm that navigates a space of states or possibilities (e.g. A* search or Monte Carlo Tree Search) to find the best path to a goal.

Quick Facts

  • CategoryFoundational AI
  • Key ApplicationData preparation, model optimization, and prediction execution

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