Knowledge Nugget

AI terms: AI systems, AI elements, AI components, AI models, AI methods, AI technologies
person Author: Process Fellows
  • An AI system is utilizing one or more AI models (e.g. each of them could be a neural network) and can contain one or more AI components (for example two components, each of them contain a neural network with its own purpose, but the first component is delivering an output which is maybe used as an input for the second component). The term AI system serves as the "top level" of the content to be developed.
  • The AI system can use various AI methods (e.g. deep neural network, k-nearest neighbour, support vector machine, etc.) and can utilize different AI technologies (e.g. machine learning frameworks, libraries).
  • An AI model is a system that uses logic, math, or both to make predictions or draw conclusions from data, without relying entirely on rules defined by humans.
  • An AI element can be an AI component, subset of AI components or the complete AI system.
  • An AI component can be an AI pre-processing component, AI post-processing component, an AI model, a conventional software component within an AI system.
Mapped with these items:
  • Automotive SPICE 4.0
    • MLE.2.BP1 Develop ML architecture.